{
  "schema_version": 2,
  "frozen_at": "2026-09-18T18:12:29.811865+00:00",
  "publication_window": [
    "2026-07-24",
    "2026-09-18"
  ],
  "route": "/videos/storytelling/script-writer/",
  "reference_films": 100,
  "preloaded_full_transcripts": 0,
  "notes_are_paraphrases": true,
  "imported_transcripts": "Stored only in the visitor's browser; not uploaded or part of this publication.",
  "categories": {
    "workflow": "Product workflows",
    "explanation": "Explanations",
    "human": "Human stories",
    "lesson": "Lessons",
    "launch": "Launch films",
    "conversation": "Conversations"
  },
  "films": [
    {
      "id": "bbNTY8O0GTY",
      "short_title": "Give the agent shared definitions",
      "category": "explanation",
      "pattern": "Objection → mechanism → responsibility",
      "question": "Why should anyone trust the agent's interpretation of a business metric?",
      "reading": "The explanation earns its product claim by naming the missing organizational knowledge first. The semantic-layer document becomes an answer to that objection, and the return to the presenters keeps maintenance and human review in the story.",
      "beats": [
        [
          4,
          "Raise the objection",
          "Two presenters share a table; the captions ask how an agent can find and query the right data."
        ],
        [
          40,
          "Make the mechanism visible",
          "The screen shows a structured document of entities, metrics and definitions. Captions explain packaging this knowledge as a shared skill."
        ],
        [
          64,
          "Allow existing work",
          "The discussion returns to the presenters. The caption account says teams can bring an existing semantic layer rather than recreate it."
        ],
        [
          94,
          "Keep the responsibility",
          "The presenters remain on screen while the captions stress focused organizational effort; a product tease precedes the brand ending."
        ]
      ],
      "takeaway": "Introduce the audience's trust objection before showing a settings panel. Show who checks the shared definitions and who keeps them current.",
      "caution": "A definition document illustrates the mechanism; it does not establish the accuracy of every generated query.",
      "rank": 1,
      "title": "Use ChatGPT Work to ground analysis in your semantic layer",
      "source_url": "https://www.youtube.com/watch?v=bbNTY8O0GTY",
      "publication_date": "2026-09-18",
      "duration_seconds": 112,
      "upload_type": "Video",
      "frames": [
        {
          "time": 4.0,
          "requested_time": 4,
          "label": "Raise the objection",
          "caption": "Two presenters share a table; the captions ask how an agent can find and query the right data.",
          "image": "/videos/storytelling/latest-100/media/bbNTY8O0GTY/0004000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bbNTY8O0GTY&t=4s"
        },
        {
          "time": 40.0,
          "requested_time": 40,
          "label": "Make the mechanism visible",
          "caption": "The screen shows a structured document of entities, metrics and definitions. Captions explain packaging this knowledge as a shared skill.",
          "image": "/videos/storytelling/latest-100/media/bbNTY8O0GTY/0040000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bbNTY8O0GTY&t=40s"
        },
        {
          "time": 94.0,
          "requested_time": 94,
          "label": "Keep the responsibility",
          "caption": "The presenters remain on screen while the captions stress focused organizational effort; a product tease precedes the brand ending.",
          "image": "/videos/storytelling/latest-100/media/bbNTY8O0GTY/0094000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bbNTY8O0GTY&t=94s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/bbNTY8O0GTY/",
      "words_and_picture": {
        "thesis": "The speech makes human review a condition of reuse. The frame keeps the document available as the thing that needs that review.",
        "argument": "The presenters first explain why a data agent needs knowledge that is scattered across people and tools. A document then occupies the frame while the explanation moves through entities, metrics, filters and possible pitfalls. The speaker assigns review to a person familiar with the data before the material can be packaged and shared. The return to the two presenters broadens the discussion to existing semantic layers and the continuing work needed to maintain them. The story therefore qualifies its own promise: supplying a document is one step in an ongoing organizational practice.",
        "timeline": [
          {
            "start": 0,
            "end": 3,
            "speech": "An opening topic card precedes the main explanation.",
            "picture": "Centered black type appears on white.",
            "job": "Name the question before asking the viewer to follow technical detail."
          },
          {
            "start": 3,
            "end": 34.9,
            "speech": "Trust depends on making distributed organizational knowledge accessible to the agent.",
            "picture": "Both presenters remain in a shared table composition.",
            "job": "Establish the problem and the people explaining it before introducing the artifact."
          },
          {
            "start": 34.9,
            "end": 48.2,
            "speech": "The explanation inventories the kinds of knowledge the document contains.",
            "picture": "A full-frame application view moves through document sections.",
            "job": "Give abstract categories visible places in one persistent document."
          },
          {
            "start": 48.2,
            "end": 60.167,
            "speech": "A knowledgeable person should inspect and improve the material before it is packaged for colleagues.",
            "picture": "The filter table stays visible; the document is not replaced by a celebratory result.",
            "job": "Keep the qualification attached to the artifact that requires it."
          },
          {
            "start": 60.167,
            "end": 107.933,
            "speech": "Existing semantic layers can be reused, but success needs sustained attention from people.",
            "picture": "The two-person conversation returns and continues into the closing exchange.",
            "job": "Broaden from the example to the organizational conditions around it."
          },
          {
            "start": 107.933,
            "end": 112.44,
            "speech": "The main spoken explanation has ended.",
            "picture": "The branded ending replaces the table scene.",
            "job": "Close the piece after the argument, rather than using the logo as its proof."
          }
        ],
        "composition": [
          {
            "label": "Establish the people",
            "text": "The opening conversation places two people behind laptops in one medium-wide view. Their shared table and eye lines keep the explanation conversational while the interface is still out of view."
          },
          {
            "label": "Give the document the frame",
            "text": "The cut at 34.900 seconds removes both presenters. A narrow prompt/history column stays on the left and the wider document occupies the rest of the image. Scrolling changes the inspected section while that layout persists."
          },
          {
            "label": "Hold through the qualification",
            "text": "The filter table remains on screen through the displayed review phrase and the following packaging/sharing explanation. The return to the presenters at 60.167 seconds restores the conversation for the wider conditions of adoption."
          }
        ],
        "application": "When the all-hands recording introduces a review requirement, keep the actual Poe result visible during that clause. Show a real correction if the claim is that a person reviewed and changed it. Time that hold to the supplied recording, then introduce a new composition when the argument moves on.",
        "limit": "The visible document illustrates the subject of review. This sequence does not demonstrate the review being performed or establish that its definitions are correct. Product names and filler words elsewhere disagree between the two machine text sources and are not treated as certified wording."
      },
      "language": {
        "id": "bbNTY8O0GTY",
        "mode": "explain",
        "title": "Answer the trust question before naming the mechanism",
        "reading": "The explanation anticipates a reasonable objection, inventories the missing context, then assigns review and maintenance to people. Conditions make its confidence more specific.",
        "passages": [
          {
            "start": 2.8,
            "end": 33,
            "note": "A question about trusting the analysis leads to the practical problem of scattered definitions."
          },
          {
            "start": 48.2,
            "end": 96,
            "note": "A knowledgeable reviewer and continuing organizational effort remain part of the account."
          }
        ],
        "limit": "Product names are garbled in places in the machine transcript; this reading does not depend on their exact spelling."
      }
    },
    {
      "id": "GzCsKuDgr6Q",
      "short_title": "A dashboard that stays useful",
      "category": "workflow",
      "pattern": "Result → exploration → recurrence",
      "question": "What makes a generated dashboard useful after the first answer?",
      "reading": "The film starts close to the finished result. Its small story is the expansion from one answer into a navigable, refreshable object, with the scheduling control supplying the final practical payoff.",
      "beats": [
        [
          3.53,
          "Show the answer early",
          "The prompt remains beside a dashboard containing headline adoption metrics and several charts."
        ],
        [
          14.1,
          "Change the view",
          "A funnel visualization occupies the result pane; later samples move to an organizations view with a different set of metrics."
        ],
        [
          35.2,
          "Make it recur",
          "A refresh-schedule dialog appears over the dashboard. Captions explain pulling from the source on a regular cadence."
        ]
      ],
      "takeaway": "End a repeatable-work demo on the control that makes the result useful next week, after first showing what the audience will receive.",
      "caution": "The edited demonstration does not measure generation latency or the reliability of future refreshes.",
      "rank": 2,
      "title": "Use ChatGPT Work to build dashboards from a business question",
      "source_url": "https://www.youtube.com/watch?v=GzCsKuDgr6Q",
      "publication_date": "2026-09-18",
      "duration_seconds": 42,
      "upload_type": "Video",
      "frames": [
        {
          "time": 3.533333,
          "requested_time": 3.53,
          "label": "Show the answer early",
          "caption": "The prompt remains beside a dashboard containing headline adoption metrics and several charts.",
          "image": "/videos/storytelling/latest-100/media/GzCsKuDgr6Q/0003533.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=GzCsKuDgr6Q&t=3s"
        },
        {
          "time": 14.1,
          "requested_time": 14.1,
          "label": "Change the view",
          "caption": "A funnel visualization occupies the result pane; later samples move to an organizations view with a different set of metrics.",
          "image": "/videos/storytelling/latest-100/media/GzCsKuDgr6Q/0014100.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=GzCsKuDgr6Q&t=14s"
        },
        {
          "time": 35.2,
          "requested_time": 35.2,
          "label": "Make it recur",
          "caption": "A refresh-schedule dialog appears over the dashboard. Captions explain pulling from the source on a regular cadence.",
          "image": "/videos/storytelling/latest-100/media/GzCsKuDgr6Q/0035200.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=GzCsKuDgr6Q&t=35s"
        }
      ],
      "language": {
        "id": "GzCsKuDgr6Q",
        "mode": "demonstrate",
        "title": "Make the viewer's attention easy to direct",
        "reading": "The language moves from a concrete dashboard request to named features and locations. First-person plural descriptions let the audience inspect the result alongside the presenter.",
        "passages": [
          {
            "start": 3,
            "end": 22.8,
            "note": "A task request gives way to a tour of the chart and tabs, with repeated spatial references."
          },
          {
            "start": 22.8,
            "end": 36,
            "note": "Refresh controls are explained as choices the viewer can make."
          }
        ],
        "limit": "The caption wording locates features; it does not measure how long the task took to complete."
      }
    },
    {
      "id": "Wb8MhkpQpX8",
      "short_title": "One dashboard, different readers",
      "category": "workflow",
      "pattern": "Small edit → broader variation → shared value",
      "question": "Can people view the same work in the terms that matter to them?",
      "reading": "A tiny naming change makes customization understandable before the film expands to several dense dashboards. The progression gives the audience a simple action to carry into the larger claim about stakeholder-specific views.",
      "beats": [
        [
          11.67,
          "Start with familiar language",
          "The dashboard heading is being changed to customers; captions frame the edit as adapting to a team's own terminology."
        ],
        [
          20.4,
          "Extend the control",
          "The chart editor is open beside a multicolored plot. The caption account describes changing the chart type."
        ],
        [
          49.47,
          "Show a meaningful selection",
          "A compute dashboard is filtered to one cluster; subsequent samples contain fewer series and revised metric cards."
        ],
        [
          61.13,
          "Return to the purpose",
          "The two presenters return. The closing caption account ties these variations to the way each business wants to inspect trusted data."
        ]
      ],
      "takeaway": "Begin a customization story with a change everyone can recognize, then show one larger view whose changed information answers a different reader's question.",
      "caution": "Different presentations of data are not independent evidence that the underlying metrics are correct.",
      "rank": 3,
      "title": "Use ChatGPT Work to tailor dashboards for every stakeholder",
      "source_url": "https://www.youtube.com/watch?v=Wb8MhkpQpX8",
      "publication_date": "2026-09-18",
      "duration_seconds": 70,
      "upload_type": "Video",
      "frames": [
        {
          "time": 11.666667,
          "requested_time": 11.67,
          "label": "Start with familiar language",
          "caption": "The dashboard heading is being changed to customers; captions frame the edit as adapting to a team's own terminology.",
          "image": "/videos/storytelling/latest-100/media/Wb8MhkpQpX8/0011667.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Wb8MhkpQpX8&t=11s"
        },
        {
          "time": 20.4,
          "requested_time": 20.4,
          "label": "Extend the control",
          "caption": "The chart editor is open beside a multicolored plot. The caption account describes changing the chart type.",
          "image": "/videos/storytelling/latest-100/media/Wb8MhkpQpX8/0020400.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Wb8MhkpQpX8&t=20s"
        },
        {
          "time": 61.133333,
          "requested_time": 61.13,
          "label": "Return to the purpose",
          "caption": "The two presenters return. The closing caption account ties these variations to the way each business wants to inspect trusted data.",
          "image": "/videos/storytelling/latest-100/media/Wb8MhkpQpX8/0061133.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Wb8MhkpQpX8&t=61s"
        }
      ],
      "language": {
        "id": "Wb8MhkpQpX8",
        "mode": "demonstrate",
        "title": "Treat preference as a useful design input",
        "reading": "Hypothetical preferences make customization feel conversational. The speaker moves from labels and chart types to a reason for changing the view: different people need different readings of the same information.",
        "passages": [
          {
            "start": 3.3,
            "end": 24,
            "note": "Possible terminology and chart preferences frame the edits as ordinary choices."
          },
          {
            "start": 37.9,
            "end": 65,
            "note": "A more detailed exploration ends by returning to the stakeholder's way of understanding the business."
          }
        ],
        "limit": "Casual praise is part of this demonstration's language; restrained vocabulary is not a universal rule across the films."
      }
    },
    {
      "id": "euED8JRunBA",
      "short_title": "Let teams pursue their own questions",
      "category": "explanation",
      "pattern": "Capacity problem → shared foundation → self-service",
      "question": "How can a small data team support more questions than it can answer itself?",
      "reading": "The opening is an organizational problem, not a feature list. A short screen example then makes the proposed change in working practice concrete: colleagues can investigate their own questions once a trustworthy foundation exists.",
      "beats": [
        [
          7.13,
          "Name the bottleneck",
          "The two-person discussion continues after a question card; captions describe partner teams asking more questions than the data team can handle."
        ],
        [
          24.93,
          "Locate the new behavior",
          "A work prompt is shown in the interface while captions describe people using the internal data agent to investigate their own questions."
        ],
        [
          32.07,
          "Make the answer tangible",
          "The result is an executive-summary report about customer adoption, followed by a brief return to the presenters."
        ]
      ],
      "takeaway": "For an internal change, identify who used to wait for whom, then show one complete question and answer that demonstrates the new division of work.",
      "caution": "The adoption account is the presenters' claim; this clip does not independently measure usage across the company.",
      "rank": 4,
      "title": "Use ChatGPT Work to help teams answer their own data questions",
      "source_url": "https://www.youtube.com/watch?v=euED8JRunBA",
      "publication_date": "2026-09-18",
      "duration_seconds": 43,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.133333,
          "requested_time": 7.13,
          "label": "Name the bottleneck",
          "caption": "The two-person discussion continues after a question card; captions describe partner teams asking more questions than the data team can handle.",
          "image": "/videos/storytelling/latest-100/media/euED8JRunBA/0007133.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=euED8JRunBA&t=7s"
        },
        {
          "time": 24.933333,
          "requested_time": 24.93,
          "label": "Locate the new behavior",
          "caption": "A work prompt is shown in the interface while captions describe people using the internal data agent to investigate their own questions.",
          "image": "/videos/storytelling/latest-100/media/euED8JRunBA/0024933.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=euED8JRunBA&t=24s"
        },
        {
          "time": 32.066667,
          "requested_time": 32.07,
          "label": "Make the answer tangible",
          "caption": "The result is an executive-summary report about customer adoption, followed by a brief return to the presenters.",
          "image": "/videos/storytelling/latest-100/media/euED8JRunBA/0032067.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=euED8JRunBA&t=32s"
        }
      ],
      "language": {
        "id": "euED8JRunBA",
        "mode": "explain",
        "title": "Start from a problem the audience recognizes",
        "reading": "Addressing data-team leaders through their workload creates peer recognition. The account then places a trustworthy foundation before the wider promise of self-service.",
        "passages": [
          {
            "start": 3.1,
            "end": 13,
            "note": "The opening identifies a familiar imbalance between available analysts and incoming questions."
          },
          {
            "start": 25.1,
            "end": 38,
            "note": "The prerequisite comes before the description of broader participation."
          }
        ],
        "limit": "Reported internal adoption is the speaker's account, not an independent usage audit."
      }
    },
    {
      "id": "wK0zWeVyLM4",
      "short_title": "Turn an ambiguous metric into a decision",
      "category": "workflow",
      "pattern": "Decision → ambiguity → investigation → handoff",
      "question": "Does weak adoption mean people cannot find a feature, or do not know why to use it?",
      "reading": "The strongest turn is the admission that a funnel cannot answer the decision by itself. Customer feedback supplies the missing distinction; the ending turns that interpretation into recommendations the team can act on.",
      "beats": [
        [
          5.83,
          "Create a decision deadline",
          "The presenters introduce a same-day investment discussion in the captions. The demo later marks its data as synthetic."
        ],
        [
          58.07,
          "Expose what the chart cannot explain",
          "A creation funnel highlights drop-off. Captions distinguish a discovery problem from uncertainty about what the product is for."
        ],
        [
          92.9,
          "Bring in another kind of evidence",
          "The report now summarizes customer uncertainty and workflow fit after a request to consult feedback in Slack and Drive."
        ],
        [
          133.53,
          "Hand the decision to people",
          "The final sampled work screen is a Slack post, following a draft summary and recommendations in the conversation."
        ]
      ],
      "takeaway": "Let the first result create a sharper question. Show the second source changing the recommendation, then end on a real team handoff.",
      "caution": "This is a staged example with synthetic data and an explicit time jump, not a measured customer-outcome study.",
      "rank": 5,
      "title": "Use ChatGPT Work to turn product insights into a team action plan",
      "source_url": "https://www.youtube.com/watch?v=wK0zWeVyLM4",
      "publication_date": "2026-09-18",
      "duration_seconds": 139,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.833333,
          "requested_time": 5.83,
          "label": "Create a decision deadline",
          "caption": "The presenters introduce a same-day investment discussion in the captions. The demo later marks its data as synthetic.",
          "image": "/videos/storytelling/latest-100/media/wK0zWeVyLM4/0005833.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wK0zWeVyLM4&t=5s"
        },
        {
          "time": 58.066667,
          "requested_time": 58.07,
          "label": "Expose what the chart cannot explain",
          "caption": "A creation funnel highlights drop-off. Captions distinguish a discovery problem from uncertainty about what the product is for.",
          "image": "/videos/storytelling/latest-100/media/wK0zWeVyLM4/0058067.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wK0zWeVyLM4&t=58s"
        },
        {
          "time": 133.533333,
          "requested_time": 133.53,
          "label": "Hand the decision to people",
          "caption": "The final sampled work screen is a Slack post, following a draft summary and recommendations in the conversation.",
          "image": "/videos/storytelling/latest-100/media/wK0zWeVyLM4/0133533.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wK0zWeVyLM4&t=133s"
        }
      ],
      "language": {
        "id": "wK0zWeVyLM4",
        "mode": "demonstrate",
        "title": "Make uncertainty part of competent reasoning",
        "reading": "An imagined leadership decision supplies a reason for the demo. The presenter distinguishes an observed drop-off from competing explanations, seeks more context, then owns the recommendation.",
        "passages": [
          {
            "start": 3.5,
            "end": 16.9,
            "note": "A meeting and an investment decision give the analysis an immediate purpose."
          },
          {
            "start": 65.4,
            "end": 110.2,
            "note": "Two possible explanations lead to a further inquiry before a recommendation is made."
          }
        ],
        "limit": "The film presents a demonstration scenario. Its example data and diagnosis should not be rewritten as verified results for another product."
      }
    },
    {
      "id": "cXUmFec2PNY",
      "short_title": "Onboard an agent like an analyst",
      "category": "explanation",
      "pattern": "Analogy → connections → reviewed knowledge",
      "question": "What context would you give a new analyst before asking for an answer?",
      "reading": "A familiar onboarding analogy organizes otherwise abstract setup work. Connections, documents and metric definitions become things a new colleague would need; review and sharing complete the setup story.",
      "beats": [
        [
          7.67,
          "Give setup a human analogy",
          "The presenter remains on camera while captions compare the agent's needs with onboarding a new analyst."
        ],
        [
          30.6,
          "Show where context comes from",
          "A plugin directory fills the screen; captions discuss tool connections, login and possible administrator enablement."
        ],
        [
          61.2,
          "Give the context a form",
          "A structured data-context document appears beside the conversation, followed by a definitions table near the end."
        ],
        [
          80.3,
          "Put someone in charge",
          "The definition table stays visible while captions call for a knowledgeable person to review, refine and share the resulting skill."
        ]
      ],
      "takeaway": "Explain unfamiliar setup through a familiar job. Keep the review owner in the final beat so configuration reads as preparation for reliable work.",
      "caution": "The film shows an example configuration, not proof that connecting sources resolves conflicting definitions automatically.",
      "rank": 6,
      "title": "Use ChatGPT Work to build your data agent",
      "source_url": "https://www.youtube.com/watch?v=cXUmFec2PNY",
      "publication_date": "2026-09-18",
      "duration_seconds": 92,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.666667,
          "requested_time": 7.67,
          "label": "Give setup a human analogy",
          "caption": "The presenter remains on camera while captions compare the agent's needs with onboarding a new analyst.",
          "image": "/videos/storytelling/latest-100/media/cXUmFec2PNY/0007667.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cXUmFec2PNY&t=7s"
        },
        {
          "time": 30.6,
          "requested_time": 30.6,
          "label": "Show where context comes from",
          "caption": "A plugin directory fills the screen; captions discuss tool connections, login and possible administrator enablement.",
          "image": "/videos/storytelling/latest-100/media/cXUmFec2PNY/0030600.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cXUmFec2PNY&t=30s"
        },
        {
          "time": 80.3,
          "requested_time": 80.3,
          "label": "Put someone in charge",
          "caption": "The definition table stays visible while captions call for a knowledgeable person to review, refine and share the resulting skill.",
          "image": "/videos/storytelling/latest-100/media/cXUmFec2PNY/0080300.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cXUmFec2PNY&t=80s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/cXUmFec2PNY/",
      "words_and_picture": {
        "thesis": "The explanation begins with the context a new analyst would need, then turns that analogy into tools, sources and a reference document. A stable two-column view gives the speaker's directional words a visible destination.",
        "argument": "Two people at laptops introduce an analogy: an agent needs the kind of context a new teammate would receive. The film then leaves the people for the product, locating the plugins area and explaining installation conditions. A second major composition places a request and its source references at the left and a semantic-layer document at the right. That view holds while the narration identifies the inputs, names the resulting context and makes knowledgeable human review a condition of packaging it for others. The payoff is a prepared reference and a proposed handoff, not a demonstrated business analysis or a completed review.",
        "timeline": [
          {
            "start": 0,
            "end": 11.767,
            "speech": "The setup compares an agent's needs with the context given to a new analyst on the team.",
            "picture": "An opening title leads into two people seated at laptops.",
            "job": "Make the configuration problem familiar before introducing controls."
          },
          {
            "start": 11.767,
            "end": 24,
            "speech": "The speaker says the agent should use the same tools as the analyst, then identifies where to find plugins.",
            "picture": "The product home view holds with its sidebar and central composer visible.",
            "job": "Translate the analogy into a place to begin in the interface."
          },
          {
            "start": 24,
            "end": 34.7,
            "speech": "The explanation identifies the plugin area and an already installed data agent.",
            "picture": "The plugin catalog loads, showing installed icons and available entries.",
            "job": "Establish the configured environment before discussing its inputs."
          },
          {
            "start": 34.7,
            "end": 48.567,
            "speech": "Installation, account sign-in and possible administrator enablement are described.",
            "picture": "The catalog stays visible as the pointer moves among entries and add controls.",
            "job": "Keep the enabling conditions attached to the setup explanation."
          },
          {
            "start": 48.567,
            "end": 66.62,
            "speech": "The speaker names data tables, a team discussion channel and a metrics document as inputs.",
            "picture": "A narrow request column sits beside a much wider semantic-layer document, which is already open.",
            "job": "Show the sources and their organized reference in one composition."
          },
          {
            "start": 66.62,
            "end": 75.2,
            "speech": "The explanation describes bringing the sources together into context and directs attention to the document on the right.",
            "picture": "The same two-column view holds on the document's introductory reference material.",
            "job": "Let the spoken direction refer to a stable object."
          },
          {
            "start": 75.2,
            "end": 87.4,
            "speech": "A knowledgeable data teammate should review and refine the context before it is packaged and shared.",
            "picture": "The document moves to a definitions table and holds beside the request.",
            "job": "End the explanation on the artifact and the condition for reusing it."
          },
          {
            "start": 87.4,
            "end": 91.781,
            "speech": "No further speech was recovered during the closing graphics.",
            "picture": "The interface gives way to colored dots, surrounding illustrated objects and the closing mark.",
            "job": "Close after the workflow's human-review condition has been stated."
          }
        ],
        "composition": [
          {
            "label": "Establish the human analogy before the interface",
            "text": "The opening two-person desk view supplies a familiar setting for the idea of bringing a new analyst onto a team. The warm room and visible laptops give way to the product only after that framing has been established."
          },
          {
            "label": "Keep navigation available during orientation",
            "text": "The initial product view retains the sidebar and then the full plugin catalog. This is a relatively wide screen composition: the narrator's location words help the viewer find the relevant area, while the surrounding interface provides orientation."
          },
          {
            "label": "Give the result more space than the request",
            "text": "The later screen uses a narrow left conversation column and a wider right document pane. The light-blue request remains visible while the document moves from its introductory reference material to a table of definitions. That geometry supports both the source explanation and the later direction to the right."
          }
        ],
        "application": "When the recording points to something by name or direction, place that object clearly and keep it stable through the clause. Use a neighboring input-and-result layout when their relationship is the point. If the narration claims review, authorization or successful sharing, plan the corresponding real product evidence in the storyboard.",
        "limit": "The source shows configuration surfaces and an already displayed reference document. It does not independently establish source correctness, a completed sign-in or administrator action, a human review, plugin packaging or company-wide access. Those actions are described in the film; their full execution is not demonstrated here."
      },
      "language": {
        "id": "cXUmFec2PNY",
        "mode": "explain",
        "title": "Use an analogy to explain what the system needs",
        "reading": "The new-analyst analogy translates context setup into a familiar human task. First-person actions then become shared instructions, with access conditions and human review still visible in the language.",
        "passages": [
          {
            "start": 2.9,
            "end": 18.3,
            "note": "The speaker asks what a new analyst would need before describing tool access."
          },
          {
            "start": 41.9,
            "end": 85.8,
            "note": "Conditional access requirements precede the explanation of assembling and reviewing shared context."
          }
        ],
        "limit": "The analogy explains the task; it does not establish equivalence between an agent and a human analyst."
      }
    },
    {
      "id": "VMgEQ7ym9WU",
      "short_title": "A decision, a dashboard and its foundation",
      "category": "workflow",
      "pattern": "Use → repeat → explain the foundation",
      "question": "How does one business question become a repeatable way for a team to decide?",
      "reading": "This overview has three nested payoffs: an action plan, an ongoing shared view, and the context that supports both. It delays setup until the audience has seen why consistent definitions matter.",
      "beats": [
        [
          26.93,
          "Carry the question between devices",
          "A phone prompt introduces the launch question; desktop samples then show an adoption report explicitly marked as using synthetic data."
        ],
        [
          80.8,
          "Turn interpretation into ownership",
          "A team update is drafted after a funnel and customer-feedback investigation. Captions describe reviewing owners and next steps before sharing."
        ],
        [
          134.63,
          "Extend the result into a routine",
          "A dashboard refresh dialog is shown after several views of adoption metrics. The caption account also discusses reviewing an alert rule."
        ],
        [
          179.5,
          "Explain what made it possible",
          "The last section displays entities and definitions in a context document, connecting the earlier results to shared business knowledge."
        ]
      ],
      "takeaway": "For an overview, show one useful outcome first, explain how it repeats, then reveal the setup that makes the repeated result credible.",
      "caution": "This edited, synthetic-data example does not verify the promised accuracy or the elapsed time of the complete workflow.",
      "rank": 7,
      "title": "Meet the Data Agent in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=VMgEQ7ym9WU",
      "publication_date": "2026-09-18",
      "duration_seconds": 215,
      "upload_type": "Video",
      "frames": [
        {
          "time": 26.933333,
          "requested_time": 26.93,
          "label": "Carry the question between devices",
          "caption": "A phone prompt introduces the launch question; desktop samples then show an adoption report explicitly marked as using synthetic data.",
          "image": "/videos/storytelling/latest-100/media/VMgEQ7ym9WU/0026933.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=VMgEQ7ym9WU&t=26s"
        },
        {
          "time": 80.8,
          "requested_time": 80.8,
          "label": "Turn interpretation into ownership",
          "caption": "A team update is drafted after a funnel and customer-feedback investigation. Captions describe reviewing owners and next steps before sharing.",
          "image": "/videos/storytelling/latest-100/media/VMgEQ7ym9WU/0080800.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=VMgEQ7ym9WU&t=80s"
        },
        {
          "time": 179.5,
          "requested_time": 179.5,
          "label": "Explain what made it possible",
          "caption": "The last section displays entities and definitions in a context document, connecting the earlier results to shared business knowledge.",
          "image": "/videos/storytelling/latest-100/media/VMgEQ7ym9WU/0179500.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=VMgEQ7ym9WU&t=179s"
        }
      ],
      "language": {
        "id": "VMgEQ7ym9WU",
        "mode": "business",
        "title": "Carry a product promise through a business decision",
        "reading": "The polished walkthrough moves from a management question to evidence, a recommendation, owners and a shared view. Repeated returns to the team's next decision keep the feature sequence purposeful.",
        "passages": [
          {
            "start": 12.4,
            "end": 16.1,
            "note": "The opening frames the promised journey as a question becoming an actionable plan."
          },
          {
            "start": 46.7,
            "end": 85.4,
            "note": "Inspection, contextual inquiry and a reviewed handoff connect the analysis to responsibility."
          }
        ],
        "limit": "This is a scripted product case. Assertions of trust and consistency remain source claims, not independent validation."
      }
    },
    {
      "id": "YeeGHCixr7o",
      "short_title": "A professional promise needs a worked example",
      "category": "launch",
      "pattern": "Identity → example → ecosystem → reassurance",
      "question": "How can a broad professional-product promise acquire a concrete shape?",
      "reading": "The film moves from professional identity to a recognizable legal-document task, then widens into partner tools, skills and trust claims. The document is the anchor that keeps the surrounding promise montage from being entirely abstract.",
      "beats": [
        [
          16.17,
          "Name the intended community",
          "Firm logos appear under a product-positioning line, following the Astra for Law title."
        ],
        [
          35.57,
          "Supply a specific artifact",
          "A request involving offering-document preparation has produced a linked document; later samples show it inside a word processor."
        ],
        [
          51.73,
          "Widen the offer",
          "A field of skill labels follows an array of legal-tool logos, expanding the example into a broader ecosystem."
        ],
        [
          64.67,
          "Close on trust claims",
          "Large text cards assert privacy and safeguards before the final professional-growth message and product branding."
        ]
      ],
      "takeaway": "Pair a specialist audience claim with one recognizable artifact before expanding to integrations or institutional assurances.",
      "caution": "The privacy and professional-quality statements are the film's claims. This visual study does not validate legal work or product policies.",
      "rank": 8,
      "title": "Astra for Law: Frontier intelligence built for your practice.",
      "source_url": "https://www.youtube.com/watch?v=YeeGHCixr7o",
      "publication_date": "2026-09-17",
      "duration_seconds": 78,
      "upload_type": "Video",
      "frames": [
        {
          "time": 16.166667,
          "requested_time": 16.17,
          "label": "Name the intended community",
          "caption": "Firm logos appear under a product-positioning line, following the Astra for Law title.",
          "image": "/videos/storytelling/latest-100/media/YeeGHCixr7o/0016167.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=YeeGHCixr7o&t=16s"
        },
        {
          "time": 35.566667,
          "requested_time": 35.57,
          "label": "Supply a specific artifact",
          "caption": "A request involving offering-document preparation has produced a linked document; later samples show it inside a word processor.",
          "image": "/videos/storytelling/latest-100/media/YeeGHCixr7o/0035567.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=YeeGHCixr7o&t=35s"
        },
        {
          "time": 64.666667,
          "requested_time": 64.67,
          "label": "Close on trust claims",
          "caption": "Large text cards assert privacy and safeguards before the final professional-growth message and product branding.",
          "image": "/videos/storytelling/latest-100/media/YeeGHCixr7o/0064667.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=YeeGHCixr7o&t=64s"
        }
      ]
    },
    {
      "id": "lxVMdEpe0RQ",
      "short_title": "Keep one document through three changes",
      "category": "workflow",
      "pattern": "Format → revise → review",
      "question": "Can the product improve the work without making the audience lose track of the document?",
      "reading": "One agreement provides continuity while the task escalates from layout to substantive revision to review. The changing document, rather than a succession of unrelated prompts, carries the claim.",
      "beats": [
        [
          7,
          "Set a constrained first task",
          "A side-panel prompt requests template formatting while preserving the wording; the agreement then fills more of the screen."
        ],
        [
          19.27,
          "Increase the consequence",
          "The agreement contains visible tracked changes after a prompt involving negotiation notes and payment terms."
        ],
        [
          31.5,
          "Make review the payoff",
          "The document returns with comments and tracked revisions after a contract-review skill is requested, before the final call to action."
        ]
      ],
      "takeaway": "Reuse the same artifact as the task grows harder. Let the audience recognize each change, and leave time to inspect the final review state.",
      "caution": "Compact samples show document states, not a complete audit of every edit or the correctness of the legal content.",
      "rank": 9,
      "title": "ChatGPT for Word is now available",
      "source_url": "https://www.youtube.com/watch?v=lxVMdEpe0RQ",
      "publication_date": "2026-09-17",
      "duration_seconds": 42,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.0,
          "requested_time": 7,
          "label": "Set a constrained first task",
          "caption": "A side-panel prompt requests template formatting while preserving the wording; the agreement then fills more of the screen.",
          "image": "/videos/storytelling/latest-100/media/lxVMdEpe0RQ/0007000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=lxVMdEpe0RQ&t=7s"
        },
        {
          "time": 19.266667,
          "requested_time": 19.27,
          "label": "Increase the consequence",
          "caption": "The agreement contains visible tracked changes after a prompt involving negotiation notes and payment terms.",
          "image": "/videos/storytelling/latest-100/media/lxVMdEpe0RQ/0019267.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=lxVMdEpe0RQ&t=19s"
        },
        {
          "time": 31.5,
          "requested_time": 31.5,
          "label": "Make review the payoff",
          "caption": "The document returns with comments and tracked revisions after a contract-review skill is requested, before the final call to action.",
          "image": "/videos/storytelling/latest-100/media/lxVMdEpe0RQ/0031500.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=lxVMdEpe0RQ&t=31s"
        }
      ]
    },
    {
      "id": "s495saGYWFg",
      "short_title": "A customer describes a change in delegation",
      "category": "human",
      "pattern": "Strong claim → remembered progression → current practice",
      "question": "What does an experienced user now delegate that they once could not?",
      "reading": "The speaker's comparison across time supplies the story. Brief workplace and event images vary the visual field, but the argument remains a customer's account of broader, more ambiguous tasks becoming feasible.",
      "beats": [
        [
          2.46,
          "Lead with the changed expectation",
          "A lower third identifies Lucas Baker at Jump Trading while captions describe assigning difficult, broadly specified tasks."
        ],
        [
          17.1,
          "Give the claim a history",
          "Presentation footage interrupts the interview as the captions compare short code snippets with later work on complete services."
        ],
        [
          43.92,
          "Describe the new scale",
          "The interview dominates again while captions describe extended analysis across sources and judgments about relevance, ending in a broad adoption claim."
        ]
      ],
      "takeaway": "Ask a customer for the specific change in what they delegate. A before-and-now account can be clearer than several general endorsements.",
      "caution": "This is testimonial evidence. The clip does not expose the underlying tasks or independently demonstrate their results.",
      "rank": 10,
      "title": "Jump Trading points GPT-6 Astra to its most ambiguous, difficult tasks",
      "source_url": "https://www.youtube.com/watch?v=s495saGYWFg",
      "publication_date": "2026-09-17",
      "duration_seconds": 59,
      "upload_type": "Video",
      "frames": [
        {
          "time": 2.460792,
          "requested_time": 2.46,
          "label": "Lead with the changed expectation",
          "caption": "A lower third identifies Lucas Baker at Jump Trading while captions describe assigning difficult, broadly specified tasks.",
          "image": "/videos/storytelling/latest-100/media/s495saGYWFg/0002461.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=s495saGYWFg&t=2s"
        },
        {
          "time": 17.100417,
          "requested_time": 17.1,
          "label": "Give the claim a history",
          "caption": "Presentation footage interrupts the interview as the captions compare short code snippets with later work on complete services.",
          "image": "/videos/storytelling/latest-100/media/s495saGYWFg/0017100.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=s495saGYWFg&t=17s"
        },
        {
          "time": 43.918875,
          "requested_time": 43.92,
          "label": "Describe the new scale",
          "caption": "The interview dominates again while captions describe extended analysis across sources and judgments about relevance, ending in a broad adoption claim.",
          "image": "/videos/storytelling/latest-100/media/s495saGYWFg/0043919.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=s495saGYWFg&t=43s"
        }
      ],
      "language": {
        "id": "s495saGYWFg",
        "mode": "business",
        "title": "Keep sweeping praise attached to its speaker",
        "reading": "The opening makes a broad capability claim; the account later adds carefully scoped capabilities and a description of demanding work. Its energy comes partly from strong testimonial language.",
        "passages": [
          {
            "start": 0,
            "end": 6.7,
            "note": "A confident opening compresses a large claim about ambiguous tasks."
          },
          {
            "start": 23.8,
            "end": 46.5,
            "note": "The explanation adds scope, information sources and the judgments the work requires."
          }
        ],
        "limit": "Personal enthusiasm is evidence of the testimonial's register, not a general reliability guarantee."
      }
    },
    {
      "id": "Q_MEaNdMpZw",
      "short_title": "Make an operating-model change visible",
      "category": "human",
      "pattern": "Framework → several owners → shared practice",
      "question": "What actually changes when an IT organization adopts a new way of working?",
      "reading": "Several people each own a different part of the argument. Workflow diagrams connect their accounts, while workplace footage gives the organizational change a physical setting. The film moves from individual tasks toward a reusable team practice.",
      "beats": [
        [
          26.11,
          "Establish levels of change",
          "An interview is paired with a simple amplification diagram; captions distinguish individual, team and company effects."
        ],
        [
          78.29,
          "Show the branching workflow",
          "An issue-to-agent diagram includes resolution and human escalation paths, following the support lead's explanation."
        ],
        [
          139.14,
          "Add a second operational example",
          "A different speaker discusses software governance while a lifecycle diagram appears; the caption account describes reviewing the software portfolio."
        ],
        [
          173.92,
          "End with shared practice",
          "Support-team footage accompanies a caption account of shared ticket-handling skills, before the leader returns to experimentation and deployment."
        ]
      ],
      "takeaway": "Assign one concrete workflow to each speaker. A small diagram can carry the handoffs while the recording explains why those handoffs changed.",
      "caution": "Throughput, backlog and cost-related figures are claims made by the film; this study does not independently validate them.",
      "rank": 11,
      "title": "Reimagining IT with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=Q_MEaNdMpZw",
      "publication_date": "2026-09-16",
      "duration_seconds": 209,
      "upload_type": "Video",
      "frames": [
        {
          "time": 26.109417,
          "requested_time": 26.11,
          "label": "Establish levels of change",
          "caption": "An interview is paired with a simple amplification diagram; captions distinguish individual, team and company effects.",
          "image": "/videos/storytelling/latest-100/media/Q_MEaNdMpZw/0026109.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Q_MEaNdMpZw&t=26s"
        },
        {
          "time": 78.286542,
          "requested_time": 78.29,
          "label": "Show the branching workflow",
          "caption": "An issue-to-agent diagram includes resolution and human escalation paths, following the support lead's explanation.",
          "image": "/videos/storytelling/latest-100/media/Q_MEaNdMpZw/0078287.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Q_MEaNdMpZw&t=78s"
        },
        {
          "time": 173.92375,
          "requested_time": 173.92,
          "label": "End with shared practice",
          "caption": "Support-team footage accompanies a caption account of shared ticket-handling skills, before the leader returns to experimentation and deployment.",
          "image": "/videos/storytelling/latest-100/media/Q_MEaNdMpZw/0173924.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Q_MEaNdMpZw&t=173s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/Q_MEaNdMpZw/",
      "words_and_picture": {
        "thesis": "The explanation describes several possible outcomes. A diagram turns those alternatives into branches while the filmed workplace keeps the account attached to people.",
        "argument": "The film moves from an organization-wide argument to several people's accounts of changing IT work. The opening speaker establishes three scales of change: individual, team and company. The help-desk section then describes advice, escalation and resolution as different outcomes. Software governance and reusable team skills provide further examples before the closing return to the opening speaker. The film alternates people, physical work, explanatory diagrams and shown software. Those surfaces serve different purposes: attribution, context, explanation and illustration. The on-screen performance figures add claims beyond the spoken argument; the film itself does not supply an independent measurement of those results.",
        "timeline": [
          {
            "start": 0,
            "end": 19.8,
            "speech": "The opening identifies the IT leader and argues for changing the whole process.",
            "picture": "Architecture, walking, a named portrait, interview framing and hands at a laptop establish the people and workplace.",
            "job": "Attribute the account before presenting organizational claims."
          },
          {
            "start": 19.8,
            "end": 49.5,
            "speech": "The explanation moves through individual, team and company scales, followed by reported gains.",
            "picture": "Layers build beside the speaker, followed by a separate throughput graphic.",
            "job": "Keep an abstract hierarchy visible while the speech enumerates it."
          },
          {
            "start": 49.5,
            "end": 98,
            "speech": "The help-desk account describes immediate advice, a human handoff and automatic resolution, then discusses the remaining work for people.",
            "picture": "A named speaker alternates with laptop activity, branching diagrams and result claims over workplace footage.",
            "job": "Explain distinct routes without making every task look fully automatic."
          },
          {
            "start": 98,
            "end": 154,
            "speech": "The software-governance example describes categorization, assessment and decisions about existing tools.",
            "picture": "A new named speaker, meeting views, dashboards and decision graphics replace the help-desk example.",
            "job": "Use a new person and artifact to mark a new part of the argument."
          },
          {
            "start": 154,
            "end": 187.6,
            "speech": "Team knowledge becomes a reusable skill that colleagues can share and keep current.",
            "picture": "Another named speaker, typing, a skill label and a readable repository window show the shared material.",
            "job": "End the examples on something that persists beyond one person's interaction."
          },
          {
            "start": 187.6,
            "end": 208.74,
            "speech": "The opening speaker returns to the organizational case for experimentation.",
            "picture": "Interview and workplace shots lead to the branded ending.",
            "job": "Return from the examples to the claim that organized them."
          }
        ],
        "composition": [
          {
            "label": "Leave room beside the speaker",
            "text": "Interview crops place the speaker to one side with architectural background space available for diagrams. The early three-layer graphic grows beside the face while the individual, team and company explanation proceeds."
          },
          {
            "label": "Separate explanation from product UI",
            "text": "The selected sequence puts white outlined nodes across a close-up of hands typing. It is a graphic explanation over filmed activity, not a readable recording of the agent performing those operations."
          },
          {
            "label": "Carry the diagram over the edit",
            "text": "At 74.283 seconds the camera angle changes, but the issue, agent and human-escalation route remain visible. The subsequent clause adds a separate upper resolution route, preserving the alternatives already introduced."
          }
        ],
        "application": "When the recording describes alternatives, give each one a distinct place in an original diagram and retain earlier branches as later clauses arrive. Use a real Poe demonstration to substantiate any claimed behavior; a diagram explains a flow but does not prove that the product performed it.",
        "limit": "Only the two displayed edit boundaries receive the adjacent-frame verdicts here. The broader chapter intervals are approximate. The diagrams, throughput statements and other result figures are claims or illustrations in the film, not independently established product measurements. The caption track includes a short closing exchange that the machine transcription omits."
      },
      "language": {
        "id": "Q_MEaNdMpZw",
        "mode": "business",
        "title": "Move between a large thesis and operational detail",
        "reading": "Role identification and a three-level framing establish a leadership perspective. Later alternatives, human escalation and qualified estimates give the broad thesis a more concrete operating context.",
        "passages": [
          {
            "start": 7,
            "end": 39.4,
            "note": "The speaker identifies his role, frames change at several organizational levels and reports outcomes."
          },
          {
            "start": 61.6,
            "end": 84.6,
            "note": "The help-desk account branches between self-service, human escalation and resolution."
          }
        ],
        "limit": "Reported outcomes and estimates belong to this account. Preserve attribution and qualifiers when discussing them."
      }
    },
    {
      "id": "4UTn7oWvSJc",
      "short_title": "Make the first step feel possible",
      "category": "lesson",
      "pattern": "Reassure → demonstrate → follow up → qualify",
      "question": "What does a complete first interaction look like for a beginner?",
      "reading": "The lesson reduces the task to one question and one follow-up. A consistent instructor, large interface fragments and repeated reassurance let the example stay small; the caution arrives before the final invitation to begin.",
      "beats": [
        [
          17.1,
          "Lower the entry cost",
          "The instructor appears beside simple interaction labels. Captions emphasize that a first question need not be perfect."
        ],
        [
          42.71,
          "Show a manageable answer",
          "The enlarged conversation contains three everyday suggestions, with later samples highlighting one choice."
        ],
        [
          55.51,
          "Teach the next move",
          "A second message starts in the composer; captions ask for a simpler answer and a first step."
        ],
        [
          81.16,
          "Qualify the invitation",
          "Health and money labels appear beside the instructor during the captioned reminder to check consequential answers."
        ]
      ],
      "takeaway": "Teach the first two actions, not the whole product. Keep the visible interface as simple as the spoken instruction.",
      "caution": "The large interface fragments are instructional illustrations, not a full unedited session or evidence about answer accuracy.",
      "rank": 12,
      "title": "Meet ChatGPT: Ask Your First Question | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=4UTn7oWvSJc",
      "publication_date": "2026-09-16",
      "duration_seconds": 103,
      "upload_type": "Video",
      "frames": [
        {
          "time": 17.100417,
          "requested_time": 17.1,
          "label": "Lower the entry cost",
          "caption": "The instructor appears beside simple interaction labels. Captions emphasize that a first question need not be perfect.",
          "image": "/videos/storytelling/latest-100/media/4UTn7oWvSJc/0017100.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4UTn7oWvSJc&t=17s"
        },
        {
          "time": 42.709333,
          "requested_time": 42.71,
          "label": "Show a manageable answer",
          "caption": "The enlarged conversation contains three everyday suggestions, with later samples highlighting one choice.",
          "image": "/videos/storytelling/latest-100/media/4UTn7oWvSJc/0042709.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4UTn7oWvSJc&t=42s"
        },
        {
          "time": 81.164417,
          "requested_time": 81.16,
          "label": "Qualify the invitation",
          "caption": "Health and money labels appear beside the instructor during the captioned reminder to check consequential answers.",
          "image": "/videos/storytelling/latest-100/media/4UTn7oWvSJc/0081164.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4UTn7oWvSJc&t=81s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/4UTn7oWvSJc/",
      "words_and_picture": {
        "thesis": "The lesson makes a small spoken request visible in the composer. Its payoff is teaching the next action; it does not show the answer to that follow-up.",
        "argument": "The instructor reduces the perceived difficulty of starting, explains the message and voice controls, and gives one small example. Three possible uses appear as a short response layout. The instructor then chooses to continue the conversation and speaks a request for a simpler first step as that request is typed. A recap follows immediately. The ending adds a qualification about mistakes and important decisions before returning to the invitation to begin. The script keeps the lesson narrow, and the compositions separate reassurance, control identification, example, follow-up and caution.",
        "timeline": [
          {
            "start": 0,
            "end": 5.672,
            "speech": "The lesson opens before the main instruction begins.",
            "picture": "A logo and short topic card occupy a white field.",
            "job": "Establish the lesson's scope."
          },
          {
            "start": 5.672,
            "end": 25.5,
            "speech": "The instructor invites a first question and explains that it can be revised.",
            "picture": "Table and close views alternate with a short illustrated list beside the instructor.",
            "job": "Lower the cost of beginning before explaining controls."
          },
          {
            "start": 25.5,
            "end": 35.7,
            "speech": "The message box and voice button are identified.",
            "picture": "A mobile view gives way to an enlarged composer with directional emphasis.",
            "job": "Give each control a clear referent."
          },
          {
            "start": 35.7,
            "end": 47.5,
            "speech": "One request produces several possible starting uses.",
            "picture": "The prompt becomes a response arrangement with three compact options.",
            "job": "Show an example small enough to inspect."
          },
          {
            "start": 47.5,
            "end": 59.059,
            "speech": "The instructor chooses to continue and asks for a simpler first step.",
            "picture": "The composer returns, the request is typed and the completed prompt holds.",
            "job": "Make the next action concrete without expanding the lesson's scope."
          },
          {
            "start": 59.059,
            "end": 73.5,
            "speech": "A brief recap describes an ordinary conversation that can be refined.",
            "picture": "A white summary card leads back to the instructor.",
            "job": "Turn the example into a repeatable behavior."
          },
          {
            "start": 73.5,
            "end": 88.6,
            "speech": "The instructor qualifies the advice with a warning about errors and important decisions.",
            "picture": "A caution label and short category list accompany the person.",
            "job": "Keep the limitation in the lesson rather than outside it."
          },
          {
            "start": 88.6,
            "end": 102.5,
            "speech": "The closing returns to the invitation to begin simply.",
            "picture": "The instructor, a summary card and the Academy ending close the piece.",
            "job": "Leave the viewer with one manageable next action."
          }
        ],
        "composition": [
          {
            "label": "Use the person for reassurance",
            "text": "The instructor begins at a table in a warm room. Wider and tighter views keep a human guide present while the script lowers the pressure to produce a perfect first prompt."
          },
          {
            "label": "Reduce the frame to the current job",
            "text": "The teaching sequence first pairs the instructor with a short list, then isolates the composer and voice control on black. Later, a right-aligned request and three left-aligned options make the example easy to scan."
          },
          {
            "label": "Keep the next sentence readable",
            "text": "The answer layout gives way to an enlarged composer before the selected follow-up. The same framing persists while the request accumulates. This illustrates a concrete way to continue, without requiring a new explanation card for each word."
          }
        ],
        "application": "Give a novice audience one visible next action. Let the actual spoken request determine the pace of the composer or demo, and retain enough context to explain words that refer back to an earlier result. If the all-hands claim concerns the improved answer, include that answer in the real Poe demonstration before closing the beat.",
        "limit": "The teaching layout does not establish an unedited product capture, actual response latency or the result of the second prompt. The broader layout changes are sampled at half-second targets; only the two illustrated hard cuts are checked in adjacent source frames."
      },
      "language": {
        "id": "4UTn7oWvSJc",
        "mode": "guide",
        "title": "Make a small first attempt feel sufficient",
        "reading": "The instructor narrows the goal, normalizes an imperfect first answer and gives the learner choices. The reassurance becomes useful because it is attached to a repeatable action.",
        "passages": [
          {
            "start": 5.6,
            "end": 22.4,
            "note": "A small shared goal is followed by permission to ask again."
          },
          {
            "start": 47.9,
            "end": 85.1,
            "note": "Selection and revision remain the learner's choices; important answers require checking."
          }
        ],
        "limit": "The request for a simpler answer appears in the studied sequence, but a revised answer is not shown there. Avoid narrating an unseen result."
      }
    },
    {
      "id": "P-8sCH6syag",
      "short_title": "Let the first question be incomplete",
      "category": "lesson",
      "pattern": "Vague request → missing details → revision",
      "question": "How can a beginner improve an answer without learning a formula?",
      "reading": "An under-specified dinner request creates a visible need for context. The same meal-planning example then absorbs constraints and a follow-up change, making iteration feel like a normal conversation rather than a correction of failure.",
      "beats": [
        [
          35.91,
          "Expose the missing information",
          "A short dinner request sits above questions about people, speed, preferences and output format."
        ],
        [
          49.38,
          "Add useful constraints",
          "The composer contains a more specific request for several easy dinners for two people; captions explain the requested shopping list."
        ],
        [
          76.28,
          "Change one part",
          "A new message asks for a vegetarian revision. Later instructor graphics distinguish useful context from private identifying details."
        ]
      ],
      "takeaway": "Keep the initial imperfect attempt in an instructional sequence. Let one additional constraint cause one visible improvement.",
      "caution": "The sample illustrates a prompting pattern; it does not show that every added constraint is satisfied in a real generated meal plan.",
      "rank": 13,
      "title": "How to Ask ChatGPT Better Questions | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=P-8sCH6syag",
      "publication_date": "2026-09-16",
      "duration_seconds": 108,
      "upload_type": "Video",
      "frames": [
        {
          "time": 35.910875,
          "requested_time": 35.91,
          "label": "Expose the missing information",
          "caption": "A short dinner request sits above questions about people, speed, preferences and output format.",
          "image": "/videos/storytelling/latest-100/media/P-8sCH6syag/0035911.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=P-8sCH6syag&t=35s"
        },
        {
          "time": 49.382667,
          "requested_time": 49.38,
          "label": "Add useful constraints",
          "caption": "The composer contains a more specific request for several easy dinners for two people; captions explain the requested shopping list.",
          "image": "/videos/storytelling/latest-100/media/P-8sCH6syag/0049383.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=P-8sCH6syag&t=49s"
        },
        {
          "time": 76.284542,
          "requested_time": 76.28,
          "label": "Change one part",
          "caption": "A new message asks for a vegetarian revision. Later instructor graphics distinguish useful context from private identifying details.",
          "image": "/videos/storytelling/latest-100/media/P-8sCH6syag/0076285.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=P-8sCH6syag&t=76s"
        }
      ],
      "language": {
        "id": "P-8sCH6syag",
        "mode": "guide",
        "title": "Teach specificity without demanding polished prose",
        "reading": "The directions-to-a-friend analogy leads to practical details about audience, constraints and output. Revision is described as continuing a conversation, reducing the sense of a one-shot test.",
        "passages": [
          {
            "start": 5.2,
            "end": 23.4,
            "note": "An imperfect answer is treated as a reason to clarify rather than stop."
          },
          {
            "start": 64.1,
            "end": 85.9,
            "note": "The learner can revise part of the request; complete or elaborate sentences are not the central requirement."
          }
        ],
        "limit": "Caption line breaks do not establish spoken pauses or the instructor's exact cadence."
      }
    },
    {
      "id": "gKyEzP_jhZc",
      "short_title": "Turn a loose plan into something portable",
      "category": "lesson",
      "pattern": "Familiar mess → constraints → usable format",
      "question": "When does an answer become simple enough to use away from the screen?",
      "reading": "Preparing for visiting relatives gives the lesson a modest, recognizable goal. The important transformation is not just receiving a plan but reshaping it into a short checklist the person can carry into the day.",
      "beats": [
        [
          28.49,
          "Give the task a situation",
          "A prompt begins with relatives visiting and lists preparation work; the caption account supplies a three-day time constraint."
        ],
        [
          44.75,
          "Organize the work",
          "The response is represented as tasks on successive days, keeping the time constraint visible."
        ],
        [
          52.89,
          "Name what changed",
          "The instructor returns after a request for a shorter daily checklist; later graphics widen the same pattern to other everyday tasks."
        ]
      ],
      "takeaway": "Make the last transformation about use: a plan becomes a checklist, a report becomes a decision, or a draft becomes a message someone can send.",
      "caution": "The instructional sequence does not verify the plan's feasibility for a particular household or consequential situation.",
      "rank": 14,
      "title": "Use ChatGPT to Organize Everyday Tasks | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=gKyEzP_jhZc",
      "publication_date": "2026-09-16",
      "duration_seconds": 98,
      "upload_type": "Video",
      "frames": [
        {
          "time": 28.486792,
          "requested_time": 28.49,
          "label": "Give the task a situation",
          "caption": "A prompt begins with relatives visiting and lists preparation work; the caption account supplies a three-day time constraint.",
          "image": "/videos/storytelling/latest-100/media/gKyEzP_jhZc/0028487.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=gKyEzP_jhZc&t=28s"
        },
        {
          "time": 44.753042,
          "requested_time": 44.75,
          "label": "Organize the work",
          "caption": "The response is represented as tasks on successive days, keeping the time constraint visible.",
          "image": "/videos/storytelling/latest-100/media/gKyEzP_jhZc/0044753.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=gKyEzP_jhZc&t=44s"
        },
        {
          "time": 52.886167,
          "requested_time": 52.89,
          "label": "Name what changed",
          "caption": "The instructor returns after a request for a shorter daily checklist; later graphics widen the same pattern to other everyday tasks.",
          "image": "/videos/storytelling/latest-100/media/gKyEzP_jhZc/0052886.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=gKyEzP_jhZc&t=52s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/gKyEzP_jhZc/",
      "words_and_picture": {
        "thesis": "The product organizes the example, but the final composition returns authority to a person. A held table view and a short paraphrase make that qualification the closing idea.",
        "argument": "The lesson begins with an ordinary problem: preparing for family visitors. A typed request supplies tasks and a three-day constraint. The film separates those ingredients, shows a compact day-by-day arrangement, and demonstrates a request to shorten it. It then generalizes to other everyday uses. The final section changes the job of the narration: check consequential details and decide whether the plan suits you. The closing therefore does more than repeat a product benefit; it assigns responsibility for evaluating the output.",
        "timeline": [
          {
            "start": 0,
            "end": 5.172,
            "speech": "The topic is introduced before the main explanation.",
            "picture": "Logo and topic text on white.",
            "job": "Set the scope."
          },
          {
            "start": 5.172,
            "end": 24,
            "speech": "A loose idea can become a plan; visiting relatives supply the example.",
            "picture": "A held table view with a brief scenario label.",
            "job": "Make the need recognizable."
          },
          {
            "start": 24,
            "end": 35.16,
            "speech": "The request specifies household tasks and a three-day limit.",
            "picture": "A mobile view enlarges into a composer, with text accumulating on black.",
            "job": "Make the inputs inspectable."
          },
          {
            "start": 35.16,
            "end": 40.457,
            "speech": "The instructor identifies the occasion, goals and available time.",
            "picture": "A portrait sits left of three stacked labels.",
            "job": "Explain why those details belong in the prompt."
          },
          {
            "start": 40.457,
            "end": 51.468,
            "speech": "The first answer may need shortening; the next request asks for a daily checklist.",
            "picture": "A compact three-day arrangement gives way to a typed follow-up.",
            "job": "Teach refinement. A distinct revised answer is not shown after that request."
          },
          {
            "start": 51.468,
            "end": 70.904,
            "speech": "The example is generalized to other tasks and situations.",
            "picture": "Table and close views alternate with a portrait-and-list composition.",
            "job": "Expand the use without starting another demonstration."
          },
          {
            "start": 70.904,
            "end": 86.9,
            "speech": "A short recap leads to checking details that matter.",
            "picture": "White summary cards, the instructor and a compact set of caution categories.",
            "job": "Turn the procedure into a reusable habit with limits."
          },
          {
            "start": 86.9,
            "end": 97.621,
            "speech": "The tool helps organize; the viewer decides whether the result fits.",
            "picture": "The table view holds through the final sentence, then cuts to the Academy ending.",
            "job": "End with ownership of the decision."
          }
        ],
        "composition": [
          {
            "label": "Begin at a familiar scale",
            "text": "The instructor sits behind a laptop at a domestic table. This gives an everyday planning example a setting that is consistent with the task, before the frame moves into a simplified interface."
          },
          {
            "label": "Separate ingredients from output",
            "text": "An enlarged composer makes the request readable. A later split layout puts the instructor on the left and the request's three ingredients on the right. The answer is then reduced to a sparse list on black, so the visual hierarchy changes with the explanation's job."
          },
          {
            "label": "Return from categories to a person",
            "text": "Example tasks and details to check appear beside a narrow portrait over a gradient. The ending expands the instructor back into the room. The small lower caption reinforces the personal decision while leaving his face and gesture dominant."
          }
        ],
        "application": "Plan the ending around the responsibility the audience should retain. When a demo helps prepare a decision, return to the presenter for the condition under which its output is useful. A short paraphrase can reinforce that condition, but it should not be mistaken for a transcript.",
        "limit": "The visible day-by-day arrangement is a teaching illustration. A new answer to the shortening request is not shown, and the film does not validate the plan against a real household. Broad layout timings are sampled; the two displayed cuts use adjacent decoded frames."
      },
      "language": {
        "id": "gKyEzP_jhZc",
        "mode": "guide",
        "title": "End the help with a human decision",
        "reading": "A domestic analogy makes organization tangible. The script permits a shorter, more useful format and ends by returning judgment about the plan to the person using it.",
        "passages": [
          {
            "start": 5.2,
            "end": 19.7,
            "note": "A messy pile becoming a short list gives the abstract benefit a familiar shape."
          },
          {
            "start": 40.5,
            "end": 51.7,
            "note": "The speaker models asking for a more manageable format."
          },
          {
            "start": 79.9,
            "end": 92,
            "note": "Checking details and deciding whether the plan fits remain human responsibilities."
          }
        ],
        "limit": "This is a text reading of agency and qualification, not a listening assessment of reassurance."
      }
    },
    {
      "id": "WY_PHjGilVs",
      "short_title": "Make the pause the useful action",
      "category": "lesson",
      "pattern": "Recognize pressure → inspect → verify elsewhere",
      "question": "Can a lesson change the viewer's next action before it explains every warning sign?",
      "reading": "Three recognizable message examples establish emotional pressure before the interface appears. The lesson's resolution is an independent verification step, so the product is positioned as a prompt to think rather than a final authority.",
      "beats": [
        [
          18.14,
          "Make the pressure recognizable",
          "A family-emergency message example follows parcel and bank-message examples beside the instructor."
        ],
        [
          54.35,
          "Constrain the requested help",
          "The enlarged composer asks for warning signs and a way to verify through an official channel."
        ],
        [
          81.5,
          "Move the resolution outside the chat",
          "The instructor is paired with verification reminders; the ending restates a short checking routine and human responsibility."
        ]
      ],
      "takeaway": "For a cautionary lesson, dramatize the decision point and finish with the viewer's next action. Do not let a generated answer become the only resolution.",
      "caution": "This is a reading of the lesson's structure, not an evaluation of scam-detection accuracy.",
      "rank": 15,
      "title": "How to Spot Scam Messages with ChatGPT | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=WY_PHjGilVs",
      "publication_date": "2026-09-16",
      "duration_seconds": 109,
      "upload_type": "Video",
      "frames": [
        {
          "time": 18.143125,
          "requested_time": 18.14,
          "label": "Make the pressure recognizable",
          "caption": "A family-emergency message example follows parcel and bank-message examples beside the instructor.",
          "image": "/videos/storytelling/latest-100/media/WY_PHjGilVs/0018143.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WY_PHjGilVs&t=18s"
        },
        {
          "time": 54.345958,
          "requested_time": 54.35,
          "label": "Constrain the requested help",
          "caption": "The enlarged composer asks for warning signs and a way to verify through an official channel.",
          "image": "/videos/storytelling/latest-100/media/WY_PHjGilVs/0054346.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WY_PHjGilVs&t=54s"
        },
        {
          "time": 81.498083,
          "requested_time": 81.5,
          "label": "Move the resolution outside the chat",
          "caption": "The instructor is paired with verification reminders; the ending restates a short checking routine and human responsibility.",
          "image": "/videos/storytelling/latest-100/media/WY_PHjGilVs/0081498.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WY_PHjGilVs&t=81s"
        }
      ],
      "language": {
        "id": "WY_PHjGilVs",
        "mode": "guide",
        "title": "Use direct instructions when the action matters",
        "reading": "The script identifies pressure tactics, then replaces their urgency with specific steps. Firm imperative language serves the learner's decision; warmth does not require hedging every instruction.",
        "passages": [
          {
            "start": 18.7,
            "end": 30.4,
            "note": "The explanation turns pressure to act quickly into a reason to pause."
          },
          {
            "start": 63.5,
            "end": 81.7,
            "note": "Verification is described through concrete actions and an independent destination."
          }
        ],
        "limit": "This guide studies how the instruction is written; it is not a new review of scam-detection capability."
      }
    },
    {
      "id": "dfAZbuAQxi8",
      "short_title": "A boundary becomes part of the demonstration",
      "category": "lesson",
      "pattern": "Analogy → remove details → useful question → check",
      "question": "How do you teach restraint without making it an abstract warning?",
      "reading": "The lesson turns privacy into a visible preparation step for one ordinary utility-bill question. It then extends that restraint into a second habit: using the answer to prepare better questions for a trusted source.",
      "beats": [
        [
          16.85,
          "Use an everyday analogy",
          "The instructor is accompanied by a small-bag label; captions compare sharing information with packing only what a trip needs."
        ],
        [
          33.7,
          "Show the omission",
          "Identifying-detail labels are crossed out before the conversation example appears."
        ],
        [
          46.34,
          "Preserve the useful task",
          "The composer asks a general utility-bill question without those details, followed by a narrower question about a charge."
        ],
        [
          88.42,
          "Close with human agency",
          "The instructor returns with a better-questions label, before a final card emphasizing the user's responsibility."
        ]
      ],
      "takeaway": "Make a product boundary part of the worked example. Show what can be left out while the useful question still survives.",
      "caution": "This reading describes instructional choices; it does not audit privacy controls or the sufficiency of any redaction technique.",
      "rank": 16,
      "title": "ChatGPT Privacy: What Not to Share and When to Double-Check | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=dfAZbuAQxi8",
      "publication_date": "2026-09-16",
      "duration_seconds": 101,
      "upload_type": "Video",
      "frames": [
        {
          "time": 16.850167,
          "requested_time": 16.85,
          "label": "Use an everyday analogy",
          "caption": "The instructor is accompanied by a small-bag label; captions compare sharing information with packing only what a trip needs.",
          "image": "/videos/storytelling/latest-100/media/dfAZbuAQxi8/0016850.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=dfAZbuAQxi8&t=16s"
        },
        {
          "time": 33.700333,
          "requested_time": 33.7,
          "label": "Show the omission",
          "caption": "Identifying-detail labels are crossed out before the conversation example appears.",
          "image": "/videos/storytelling/latest-100/media/dfAZbuAQxi8/0033700.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=dfAZbuAQxi8&t=33s"
        },
        {
          "time": 88.421667,
          "requested_time": 88.42,
          "label": "Close with human agency",
          "caption": "The instructor returns with a better-questions label, before a final card emphasizing the user's responsibility.",
          "image": "/videos/storytelling/latest-100/media/dfAZbuAQxi8/0088422.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=dfAZbuAQxi8&t=88s"
        }
      ],
      "language": {
        "id": "dfAZbuAQxi8",
        "mode": "guide",
        "title": "Make a boundary usable with a concrete example",
        "reading": "A packing analogy and an ordinary bill make a general privacy principle easier to apply. Later clauses separate preparation and understanding from professional or official judgment.",
        "passages": [
          {
            "start": 12,
            "end": 38.4,
            "note": "The analogy leads to deciding which details matter to the question."
          },
          {
            "start": 66.1,
            "end": 95.4,
            "note": "The script names useful supporting tasks, then places the important check elsewhere."
          }
        ],
        "limit": "The analysis concerns rhetorical structure, not the current privacy settings or legal terms of a product."
      }
    },
    {
      "id": "4gYJxduFN3c",
      "short_title": "Teach revision with a change the viewer can recognize",
      "category": "lesson",
      "pattern": "Specific recipient → constrained prompt → first image → revision → changed image",
      "question": "How can a beginner lesson make refinement feel concrete?",
      "reading": "The instructor gives the coloring page a recipient and a subject, then makes the prompt’s visual constraints legible. A first dinosaur image is followed by one revision request and a visibly changed composition. That second result gives the lesson a small learning arc beyond the initial generation.",
      "beats": [
        [
          13.65,
          "Give the task a recipient",
          "An overlay describes a coloring page for a grandchild who likes dinosaurs."
        ],
        [
          33.15,
          "Make the constraints visible",
          "The composer specifies a black-and-white page, thick outlines and room for coloring."
        ],
        [
          46.8,
          "Ask for a recognizable change",
          "A follow-up prompt asks for a smaller dinosaur and a kite."
        ],
        [
          53.63,
          "Show the revised result",
          "The new page has a smaller dinosaur and a kite in the composition."
        ]
      ],
      "takeaway": "For an introductory lesson, choose a revision whose effect can be recognized immediately. Let the second result prove that refinement belongs in the workflow.",
      "caution": "This reading uses public storyboard previews with approximate timestamps after the media download was unavailable. It does not assess image consistency beyond the selected examples.",
      "rank": 17,
      "title": "Create a Coloring Page with ChatGPT | OpenAI Academy",
      "source_url": "https://www.youtube.com/watch?v=4gYJxduFN3c",
      "publication_date": "2026-09-16",
      "duration_seconds": 78,
      "upload_type": "Video",
      "frames": [
        {
          "time": 37.050000000000004,
          "requested_time": 37.05,
          "label": "First result",
          "caption": "The first dinosaur coloring page appears below the initial request.",
          "image": "/videos/storytelling/latest-100/media/4gYJxduFN3c/0037050.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4gYJxduFN3c&t=37s"
        },
        {
          "time": 46.800000000000004,
          "requested_time": 46.8,
          "label": "One revision",
          "caption": "The follow-up request asks for a smaller dinosaur and a kite.",
          "image": "/videos/storytelling/latest-100/media/4gYJxduFN3c/0046800.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4gYJxduFN3c&t=46s"
        },
        {
          "time": 53.62500000000001,
          "requested_time": 53.63,
          "label": "Changed result",
          "caption": "The revised composition includes a smaller dinosaur and a kite.",
          "image": "/videos/storytelling/latest-100/media/4gYJxduFN3c/0053625.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4gYJxduFN3c&t=53s"
        }
      ]
    },
    {
      "id": "iZE2r-Vx5b8",
      "short_title": "Turn usage statistics into a question about value",
      "category": "workflow",
      "pattern": "Usage overview → task breakdown → administrative question → leadership artifact",
      "question": "What should an administrator do after seeing adoption charts?",
      "reading": "The film begins with usage views and drills into a task’s models, work sources and output artifacts. It then moves from browsing analytics to asking for a monthly review and a leadership deck. A visible caveat in the analysis distinguishes activity from value, making the transition from measurement to interpretation part of the story.",
      "beats": [
        [
          24.19,
          "Establish the activity overview",
          "Two usage charts introduce the analytics workspace."
        ],
        [
          64.48,
          "Drill into a kind of work",
          "An account-research detail view lists models, reasoning, speed and connected work sources."
        ],
        [
          161.16,
          "Qualify what the numbers mean",
          "The work response states that usage figures alone do not establish accuracy or business value, then requests a leadership deck."
        ],
        [
          177.26,
          "Make the findings communicable",
          "A deck slide with a contribution chart appears before the presenter closes."
        ]
      ],
      "takeaway": "When showing metrics, separate the measured activity from the conclusion someone is entitled to draw. Give the analysis a clear communication task.",
      "caution": "This reading observes the example’s own caveat; it does not audit the analytics or establish return on investment. Captions were unavailable.",
      "rank": 18,
      "title": "Assess Usage and Value of ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=iZE2r-Vx5b8",
      "publication_date": "2026-09-16",
      "duration_seconds": 193,
      "upload_type": "Video",
      "frames": [
        {
          "time": 24.190833,
          "requested_time": 24.19,
          "label": "Establish the activity overview",
          "caption": "Two usage charts introduce the analytics workspace.",
          "image": "/videos/storytelling/latest-100/media/iZE2r-Vx5b8/0024191.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=iZE2r-Vx5b8&t=24s"
        },
        {
          "time": 64.481083,
          "requested_time": 64.48,
          "label": "Drill into a kind of work",
          "caption": "An account-research detail view lists models, reasoning, speed and connected work sources.",
          "image": "/videos/storytelling/latest-100/media/iZE2r-Vx5b8/0064481.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=iZE2r-Vx5b8&t=64s"
        },
        {
          "time": 177.260417,
          "requested_time": 177.26,
          "label": "Make the findings communicable",
          "caption": "A deck slide with a contribution chart appears before the presenter closes.",
          "image": "/videos/storytelling/latest-100/media/iZE2r-Vx5b8/0177260.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=iZE2r-Vx5b8&t=177s"
        }
      ]
    },
    {
      "id": "DhAsqpjliYw",
      "short_title": "A comic character carries a work demo",
      "category": "launch",
      "pattern": "Character → messy input → polished output → comic release",
      "question": "Can a product workflow also reveal something about the person using it?",
      "reading": "A conspicuously styled office character supplies continuity for a donut-brand task. The wall brainstorm, product screen and finished visual are embedded in the joke, so the final relaxed pose functions as a character payoff as well as a productivity suggestion.",
      "beats": [
        [
          13.68,
          "Give the character a messy starting point",
          "A donut-brand brainstorm occupies a whiteboard, following the introduction of the worker in a yellow shirt and patterned tie."
        ],
        [
          34.2,
          "Put the request into the performance",
          "Large text overlays the worker; the visible wording refers to translating the brainstorm with the company style guide."
        ],
        [
          54.72,
          "Show the transformed object",
          "A colorful donut-planning graphic appears, followed by a laptop view of the result and an overlaid request involving email and a regroup."
        ],
        [
          71.82,
          "Release the tension",
          "The worker reclines with feet up before the closing face shot, extending the character's self-satisfied pose."
        ]
      ],
      "takeaway": "Give a short comic demo one recognizable person and one persistent object. Let the final behavior reflect the task's result.",
      "caution": "This is a performed advertisement. The compact vertical samples do not establish action completion or real time saved; no captions were available to this pass.",
      "rank": 19,
      "title": "Stay on top of the pack with ChatGPT Work.",
      "source_url": "https://www.youtube.com/watch?v=DhAsqpjliYw",
      "publication_date": "2026-09-15",
      "duration_seconds": 82,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 13.680333,
          "requested_time": 13.68,
          "label": "Give the character a messy starting point",
          "caption": "A donut-brand brainstorm occupies a whiteboard, following the introduction of the worker in a yellow shirt and patterned tie.",
          "image": "/videos/storytelling/latest-100/media/DhAsqpjliYw/0013680.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DhAsqpjliYw&t=13s"
        },
        {
          "time": 34.200833,
          "requested_time": 34.2,
          "label": "Put the request into the performance",
          "caption": "Large text overlays the worker; the visible wording refers to translating the brainstorm with the company style guide.",
          "image": "/videos/storytelling/latest-100/media/DhAsqpjliYw/0034201.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DhAsqpjliYw&t=34s"
        },
        {
          "time": 71.82175,
          "requested_time": 71.82,
          "label": "Release the tension",
          "caption": "The worker reclines with feet up before the closing face shot, extending the character's self-satisfied pose.",
          "image": "/videos/storytelling/latest-100/media/DhAsqpjliYw/0071822.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DhAsqpjliYw&t=71s"
        }
      ]
    },
    {
      "id": "PSnJBfa183Y",
      "short_title": "A young builder, a problem larger than him",
      "category": "human",
      "pattern": "Stakes → origin → outside witnesses → purpose",
      "question": "Why does this particular person keep working on this problem?",
      "reading": "The landscape establishes stakes before the childhood project supplies an origin. Outside witnesses and field use widen the story beyond a solitary inventor, while the ending returns to his reason for continuing rather than claiming the problem is solved.",
      "beats": [
        [
          10.01,
          "Begin where the work matters",
          "The young builder stands beside a field sensor above an open landscape; the opening caption account describes the potential stakes."
        ],
        [
          42,
          "Show a history of persistence",
          "An old school-project photograph follows workshop footage and an explanation of an early detector."
        ],
        [
          80.04,
          "Bring in other users",
          "Fire-department staff appear after conservancy footage and a laptop demonstration; captions discuss asking about alerts and locations."
        ],
        [
          112.03,
          "End on continued purpose",
          "The builder handles the field device again as the captions return to urgency and belonging, before branding over the landscape."
        ]
      ],
      "takeaway": "Connect a feature story to the person, earlier attempts and people who would use the result. End on the next responsibility, not a universal victory claim.",
      "caution": "The film presents a developing project and testimonials; it does not establish operational detection accuracy or emergency-service validation.",
      "rank": 20,
      "title": "Detecting wildfires with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=PSnJBfa183Y",
      "publication_date": "2026-09-14",
      "duration_seconds": 122,
      "upload_type": "Video",
      "frames": [
        {
          "time": 10.01,
          "requested_time": 10.01,
          "label": "Begin where the work matters",
          "caption": "The young builder stands beside a field sensor above an open landscape; the opening caption account describes the potential stakes.",
          "image": "/videos/storytelling/latest-100/media/PSnJBfa183Y/0010010.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PSnJBfa183Y&t=10s"
        },
        {
          "time": 42.000292,
          "requested_time": 42,
          "label": "Show a history of persistence",
          "caption": "An old school-project photograph follows workshop footage and an explanation of an early detector.",
          "image": "/videos/storytelling/latest-100/media/PSnJBfa183Y/0042000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PSnJBfa183Y&t=42s"
        },
        {
          "time": 112.028583,
          "requested_time": 112.03,
          "label": "End on continued purpose",
          "caption": "The builder handles the field device again as the captions return to urgency and belonging, before branding over the landscape.",
          "image": "/videos/storytelling/latest-100/media/PSnJBfa183Y/0112029.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PSnJBfa183Y&t=112s"
        }
      ],
      "language": {
        "id": "PSnJBfa183Y",
        "mode": "human",
        "title": "Let the person's persistence carry the emotion",
        "reading": "Large stakes give way to a young inventor's history, field activity and personal motivation. Specific memories and a sense of belonging provide warmth without requiring every sentence to advertise the tool.",
        "passages": [
          {
            "start": 28,
            "end": 60.4,
            "note": "A school project and years of improvement establish the person's history."
          },
          {
            "start": 104.2,
            "end": 118.9,
            "note": "Urgency becomes a personal account of purpose and belonging."
          }
        ],
        "limit": "Potential benefit and testimony do not establish detection performance or lives saved."
      }
    },
    {
      "id": "uA5PiAXKGis",
      "short_title": "Start with the customer's life outside work",
      "category": "human",
      "pattern": "Personal stakes → product purpose → team → origin",
      "question": "Why does sorting and drafting email matter to the person at the other end?",
      "reading": "The opening anecdote attaches emotional stakes to a mundane workload. The film then walks through the company and its engineering team, turning a customer promise into a story about the people building it and their accumulated understanding of the job.",
      "beats": [
        [
          0,
          "Open on a surprising consequence",
          "An interview begins immediately; captions relay a customer's unusually personal account of the product's effect on family life."
        ],
        [
          40.76,
          "Translate the emotion into a job",
          "The founders' interview explains prioritizing messages so the work that needs the customer is ready when the laptop opens."
        ],
        [
          97.8,
          "Give the mechanism an owner",
          "An engineer describes improving drafts through email understanding and context selection; the image stays with her rather than a product montage."
        ],
        [
          146.68,
          "Return to the company story",
          "The founders recount the earlier assistant business and model-enabled product development, followed by office footage and partnership testimony."
        ]
      ],
      "takeaway": "Begin with a specific consequence in a customer's day, then connect the engineering choices to that consequence. Keep anecdote and measured outcome distinct.",
      "caution": "Personal and revenue claims are reported testimony. The sampled film contains little inspectable product interaction to verify them independently.",
      "rank": 21,
      "title": "How Fyxer built an AI executive assistant people trust",
      "source_url": "https://www.youtube.com/watch?v=uA5PiAXKGis",
      "publication_date": "2026-09-14",
      "duration_seconds": 196,
      "upload_type": "Video",
      "frames": [
        {
          "time": 0.0,
          "requested_time": 0,
          "label": "Open on a surprising consequence",
          "caption": "An interview begins immediately; captions relay a customer's unusually personal account of the product's effect on family life.",
          "image": "/videos/storytelling/latest-100/media/uA5PiAXKGis/0000000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=uA5PiAXKGis"
        },
        {
          "time": 40.76,
          "requested_time": 40.76,
          "label": "Translate the emotion into a job",
          "caption": "The founders' interview explains prioritizing messages so the work that needs the customer is ready when the laptop opens.",
          "image": "/videos/storytelling/latest-100/media/uA5PiAXKGis/0040760.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=uA5PiAXKGis&t=40s"
        },
        {
          "time": 146.68,
          "requested_time": 146.68,
          "label": "Return to the company story",
          "caption": "The founders recount the earlier assistant business and model-enabled product development, followed by office footage and partnership testimony.",
          "image": "/videos/storytelling/latest-100/media/uA5PiAXKGis/0146680.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=uA5PiAXKGis&t=146s"
        }
      ],
      "language": {
        "id": "uA5PiAXKGis",
        "mode": "human",
        "title": "Connect a product benefit to a recognizable cost in someone's life",
        "reading": "The film opens with a striking customer anecdote, then explains the evening work behind it. Team details and accounts of improving drafts give the personal promise a working context.",
        "passages": [
          {
            "start": 0,
            "end": 35.3,
            "note": "An attributed customer story becomes a concrete conflict between administrative work and family time."
          },
          {
            "start": 89.6,
            "end": 124.1,
            "note": "The account shifts to an engineer's first assignment and the work involved in improving drafts."
          }
        ],
        "limit": "The customer anecdote and business claims are attributed testimony. Some model and company names are imperfectly captured in the automatic captions."
      }
    },
    {
      "id": "SiJGdlmdUms",
      "short_title": "Use one late example to anchor a short testimonial",
      "category": "human",
      "pattern": "Claim headline → personal account → concrete output → speaker return",
      "question": "What gives a vertical interview extract a visible anchor?",
      "reading": "A short headline supplies the claim while close and medium views keep the speaker prominent. Near the end, a block-like game environment appears, first as a laptop view and then above the conversation. That late artifact gives the account a specific reference point without turning the short into a worked demo.",
      "beats": [
        [
          1.79,
          "Set the claim",
          "A headline about needing less oversight sits above the speaker."
        ],
        [
          24.57,
          "Stay with the account",
          "A wider interview view preserves gestures and the conversational setting."
        ],
        [
          35.08,
          "Introduce a concrete artifact",
          "A game environment occupies the upper part of a split view above the interview."
        ],
        [
          40.33,
          "Return to the speaker",
          "The close interview view fills the short near its ending."
        ]
      ],
      "takeaway": "For a short testimonial, choose one artifact that makes the speaker’s experience concrete, even when the full process belongs elsewhere.",
      "caution": "The clip does not demonstrate how the game was built or independently establish reliability. Only sampled burned-in subtitle fragments were read.",
      "rank": 22,
      "title": "GPT-6 Astra needs less babysitting",
      "source_url": "https://www.youtube.com/watch?v=SiJGdlmdUms",
      "publication_date": "2026-09-12",
      "duration_seconds": 42,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 1.793458,
          "requested_time": 1.79,
          "label": "Set the claim",
          "caption": "A headline about needing less oversight sits above the speaker.",
          "image": "/videos/storytelling/latest-100/media/SiJGdlmdUms/0001793.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SiJGdlmdUms&t=1s"
        },
        {
          "time": 35.076708,
          "requested_time": 35.08,
          "label": "Introduce a concrete artifact",
          "caption": "A game environment occupies the upper part of a split view above the interview.",
          "image": "/videos/storytelling/latest-100/media/SiJGdlmdUms/0035077.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SiJGdlmdUms&t=35s"
        },
        {
          "time": 40.331958,
          "requested_time": 40.33,
          "label": "Return to the speaker",
          "caption": "The close interview view fills the short near its ending.",
          "image": "/videos/storytelling/latest-100/media/SiJGdlmdUms/0040332.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SiJGdlmdUms&t=40s"
        }
      ]
    },
    {
      "id": "ZlvkQYZo3ZE",
      "short_title": "Let the viewer compare the details being discussed",
      "category": "human",
      "pattern": "Claim headline → first design → enlarged details → variation → reaction",
      "question": "How does a testimonial about creative detail give the viewer something to inspect?",
      "reading": "The vertical layout alternates the speaker with design examples placed above the interview. Close views of a shared-meal image and a later variation keep the discussion attached to visible details. The account’s surprise becomes inspectable, even though the generation process remains outside the clip.",
      "beats": [
        [
          4.63,
          "Bring the design into the conversation",
          "A laptop view shows several design panels."
        ],
        [
          13.89,
          "Enlarge a relevant detail",
          "A meal scene fills the upper part of a split view, with the speakers below."
        ],
        [
          32.41,
          "Show a variation",
          "A differently styled page and meal image replace the earlier example."
        ],
        [
          50.93,
          "Return to the reaction",
          "A wider speaking shot closes the sampled sequence."
        ]
      ],
      "takeaway": "When a person praises creative specificity, enlarge the actual detail and show a comparison the viewer can judge.",
      "caution": "The stills show presented outputs and reactions, not the prompting history or an independently measured quality improvement.",
      "rank": 23,
      "title": "GPT-6 Astra added unexpected details",
      "source_url": "https://www.youtube.com/watch?v=ZlvkQYZo3ZE",
      "publication_date": "2026-09-11",
      "duration_seconds": 56,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 13.888875,
          "requested_time": 13.89,
          "label": "Enlarge a relevant detail",
          "caption": "A meal scene fills the upper part of a split view, with the speakers below.",
          "image": "/videos/storytelling/latest-100/media/ZlvkQYZo3ZE/0013889.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ZlvkQYZo3ZE&t=13s"
        },
        {
          "time": 32.407375,
          "requested_time": 32.41,
          "label": "Show a variation",
          "caption": "A differently styled page and meal image replace the earlier example.",
          "image": "/videos/storytelling/latest-100/media/ZlvkQYZo3ZE/0032407.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ZlvkQYZo3ZE&t=32s"
        },
        {
          "time": 50.925875,
          "requested_time": 50.93,
          "label": "Return to the reaction",
          "caption": "A wider speaking shot closes the sampled sequence.",
          "image": "/videos/storytelling/latest-100/media/ZlvkQYZo3ZE/0050926.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ZlvkQYZo3ZE&t=50s"
        }
      ]
    },
    {
      "id": "OSaP6bJoU44",
      "short_title": "Give an invisible API a physical response",
      "category": "explanation",
      "pattern": "Physical setup → conversation trace → visible device change → closing claim",
      "question": "How can an audio-oriented API become understandable on screen?",
      "reading": "A presenter shares the table with a robot-like object and a pixel display. Waveform-and-backend views connect the visible setup to the software, while later display changes give the interaction a physical result. The object remains the visual anchor across the explanation and technical inserts.",
      "beats": [
        [
          9.59,
          "Establish a visible state",
          "The pixel display shows the product name beside the presenter."
        ],
        [
          16.02,
          "Expose the interaction trace",
          "Waveforms and a backend-event row fill the screen with the presenter inset."
        ],
        [
          60.73,
          "Show a changed state",
          "The display now shows hand and brand symbols after the interaction."
        ],
        [
          67.15,
          "Return to the mechanism",
          "Another waveform view precedes the final presenter passage and pricing display."
        ]
      ],
      "takeaway": "For a capability that is hard to see, connect a technical trace to one visible state change in a real object or interface.",
      "caution": "No audio was reviewed, so conversational timing, voice quality and interruption behavior are not assessed. The on-screen price is a source claim, not current pricing guidance.",
      "rank": 24,
      "title": "GPT-Live-1 is now in the API",
      "source_url": "https://www.youtube.com/watch?v=OSaP6bJoU44",
      "publication_date": "2026-09-11",
      "duration_seconds": 77,
      "upload_type": "Video",
      "frames": [
        {
          "time": 9.592917,
          "requested_time": 9.59,
          "label": "Establish a visible state",
          "caption": "The pixel display shows the product name beside the presenter.",
          "image": "/videos/storytelling/latest-100/media/OSaP6bJoU44/0009593.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OSaP6bJoU44&t=9s"
        },
        {
          "time": 16.016,
          "requested_time": 16.02,
          "label": "Expose the interaction trace",
          "caption": "Waveforms and a backend-event row fill the screen with the presenter inset.",
          "image": "/videos/storytelling/latest-100/media/OSaP6bJoU44/0016016.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OSaP6bJoU44&t=16s"
        },
        {
          "time": 60.727333,
          "requested_time": 60.73,
          "label": "Show a changed state",
          "caption": "The display now shows hand and brand symbols after the interaction.",
          "image": "/videos/storytelling/latest-100/media/OSaP6bJoU44/0060727.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OSaP6bJoU44&t=60s"
        }
      ]
    },
    {
      "id": "4bGb2OjU5tA",
      "short_title": "A testimonial can name the problem without showing its resolution",
      "category": "human",
      "pattern": "Single claim → close and medium interview views → speaker close",
      "question": "What evidence does a short interview supply when no product screen appears?",
      "reading": "The editing-work headline frames a single speaker’s account. Changes between close and medium views keep his face and gestures visible, but the sampled sequence never leaves the interview for an editing timeline or finished film. Its contribution is a perspective on the work, not a visual demonstration of the claimed change.",
      "beats": [
        [
          3.04,
          "Frame the account",
          "A headline about editing work appears over a close view of the speaker."
        ],
        [
          21.06,
          "Retain the conversational setting",
          "A medium view includes the table and gestures."
        ],
        [
          60.1,
          "Continue the account",
          "The speaker remains on screen as sampled subtitles mention a timeline."
        ],
        [
          69.11,
          "End on the person",
          "A close interview view occupies the final main-sheet sample."
        ]
      ],
      "takeaway": "Use a testimony-only segment when the person’s account is the point. Pair it with a separate worked example if the audience needs to assess how the workflow changes.",
      "caution": "No product operation is established by these samples, and a complete caption track was unavailable. The title’s benefit remains attributed testimony.",
      "rank": 25,
      "title": "GPT-6 Astra handles the editing busywork",
      "source_url": "https://www.youtube.com/watch?v=4bGb2OjU5tA",
      "publication_date": "2026-09-11",
      "duration_seconds": 72,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 3.044708,
          "requested_time": 3.04,
          "label": "Frame the account",
          "caption": "A headline about editing work appears over a close view of the speaker.",
          "image": "/videos/storytelling/latest-100/media/4bGb2OjU5tA/0003045.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4bGb2OjU5tA&t=3s"
        },
        {
          "time": 21.062708,
          "requested_time": 21.06,
          "label": "Retain the conversational setting",
          "caption": "A medium view includes the table and gestures.",
          "image": "/videos/storytelling/latest-100/media/4bGb2OjU5tA/0021063.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4bGb2OjU5tA&t=21s"
        },
        {
          "time": 69.110708,
          "requested_time": 69.11,
          "label": "End on the person",
          "caption": "A close interview view occupies the final main-sheet sample.",
          "image": "/videos/storytelling/latest-100/media/4bGb2OjU5tA/0069111.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=4bGb2OjU5tA&t=69s"
        }
      ]
    },
    {
      "id": "0NUm552iB3U",
      "short_title": "Show the creative tool being explored",
      "category": "human",
      "pattern": "Claim → interviewer question → interface variations → creator return",
      "question": "How can a short testimonial make an exploratory tool understandable?",
      "reading": "After the opening account, the clip gives substantial screen space to a font playground above the conversation. Different letter forms and control states appear in that interface before returning to the creator. The visible exploration supports a more concrete reading than a title and interview alone.",
      "beats": [
        [
          11.01,
          "Make room for the question",
          "The interviewer appears before the product inserts."
        ],
        [
          19.81,
          "Reveal the playground",
          "A letter and parameter controls appear above a split view of the conversation."
        ],
        [
          30.78,
          "Show variation within the same tool",
          "The letter form changes across successive sampled interface states."
        ],
        [
          46.17,
          "Return to the creator",
          "The creator fills the frame again near the ending."
        ]
      ],
      "takeaway": "For an exploratory tool, keep the interface stable while showing meaningful variations. The viewer can compare the states without relearning the screen.",
      "caution": "The sampled states do not prove continuous interaction, generation history or exact parameter behavior. No full captions or motion review was available.",
      "rank": 26,
      "title": "GPT-6 Astra built a font playground",
      "source_url": "https://www.youtube.com/watch?v=0NUm552iB3U",
      "publication_date": "2026-09-10",
      "duration_seconds": 53,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 19.811458,
          "requested_time": 19.81,
          "label": "Reveal the playground",
          "caption": "A letter and parameter controls appear above a split view of the conversation.",
          "image": "/videos/storytelling/latest-100/media/0NUm552iB3U/0019811.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0NUm552iB3U&t=19s"
        },
        {
          "time": 30.78075,
          "requested_time": 30.78,
          "label": "Show variation within the same tool",
          "caption": "The letter form changes across successive sampled interface states.",
          "image": "/videos/storytelling/latest-100/media/0NUm552iB3U/0030781.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0NUm552iB3U&t=30s"
        },
        {
          "time": 46.171125,
          "requested_time": 46.17,
          "label": "Return to the creator",
          "caption": "The creator fills the frame again near the ending.",
          "image": "/videos/storytelling/latest-100/media/0NUm552iB3U/0046171.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0NUm552iB3U&t=46s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/0NUm552iB3U/",
      "words_and_picture": {
        "thesis": "The short moves from a personal account of making a tool to a sustained view of that tool changing. A stacked composition keeps the demonstration and the conversation visible together while the speaker names adjustable properties.",
        "argument": "A close-up opens with a claim about quickly making a design tool. The other participant asks what that enables. A laptop view first supplies a broad field of generated forms; the composition then stacks the software above both participants. The example narrows from a pattern library to a letterform, shows a font grid and returns to a single letter whose treatment changes. Only after this visual exploration does the film return to a close-up for the broader claim about making small tools for designers. The excerpt demonstrates variation within a tool; it does not show the complete process of building it.",
        "timeline": [
          {
            "start": 0,
            "end": 8.258,
            "speech": "The speaker says the tool was assembled quickly and allowed immediate experimentation.",
            "picture": "A close-up carries the account, with a short opening title and burned-in subtitle fragments.",
            "job": "Introduce the maker's claim and the result to be discussed."
          },
          {
            "start": 8.258,
            "end": 12.888,
            "speech": "The other participant asks what the tool enables.",
            "picture": "The questioner receives a close-up.",
            "job": "Turn the conversation toward an observable use."
          },
          {
            "start": 12.888,
            "end": 17.559,
            "speech": "The answer contrasts drawing forms by hand with wanting many variations.",
            "picture": "A close view of the laptop reveals a grid of varied geometric forms and the hand near the keyboard.",
            "job": "Give the desire for variation a visible field of examples."
          },
          {
            "start": 17.559,
            "end": 27.3,
            "speech": "The speaker narrows the example to creating a font and imagining its appearance.",
            "picture": "Software appears above both participants; a single letter, an alphabet grid and another isolated letter follow.",
            "job": "Move from a broad library to a specific design question."
          },
          {
            "start": 27.3,
            "end": 35.42,
            "speech": "The proposed letter treatment is described in terms of stripes and fingerprint-like patterns.",
            "picture": "The central letter and its line treatment change within the upper panel.",
            "job": "Attach the descriptive language to a visible specimen."
          },
          {
            "start": 35.42,
            "end": 41.75,
            "speech": "The speaker names adjustable wave, density and angle properties.",
            "picture": "The same stacked composition holds as controls and the letter's line arrangement change.",
            "job": "Make variation inspectable while its properties are named."
          },
          {
            "start": 41.75,
            "end": 52.761,
            "speech": "The closing generalizes the example to quickly making small tools that support design exploration.",
            "picture": "The film returns to the opening speaker's close-up and ends on his face.",
            "job": "Return ownership of the conclusion to the person after the demonstration."
          }
        ],
        "composition": [
          {
            "label": "Give the question its own face",
            "text": "The opening speaker and questioner each receive a close-up. The question supplies a reason to leave the faces and inspect what the tool makes, so the screen material enters as an answer to a conversational need."
          },
          {
            "label": "Stack the result above its discussion",
            "text": "The portrait frame places software in the upper region and the two-person view below. A central letter is easier to follow at this scale than every small control label. Short subtitle fragments sit near the join, competing with fewer screen details than a full sentence would."
          },
          {
            "label": "Move from a field of options to one specimen",
            "text": "A grid establishes many possible forms. The later isolated letter gives the eye a repeatable object while the settings change. The tool's breadth and the example's legibility are handled in different compositions."
          }
        ],
        "application": "Hold one readable product result on screen while the supplied narration names the properties being changed. Show enough of the real control interaction to establish cause and effect. Borrow this relationship between speech and result while preserving the all-hands setup's separate talking-head and presentation videos.",
        "limit": "The review establishes changing forms and the displayed conversational structure. It does not verify the claimed build time, reproduce the tool, establish exact control-to-result causality or listen-verify word timing. The stacked source layout is a research example, not a proposed replacement for the project's separate video assets."
      },
      "language": {
        "id": "0NUm552iB3U",
        "mode": "demonstrate",
        "title": "Keep exploratory language when the task is exploration",
        "reading": "Approximate timing, first-person intentions and conditional visual ideas make this a designer's account of trying things. Naming adjustable properties gives the informal commentary something concrete to point to.",
        "passages": [
          {
            "start": 0,
            "end": 8.4,
            "note": "The speaker describes an approximate personal building experience."
          },
          {
            "start": 21.5,
            "end": 42.2,
            "note": "A possible letterform develops into named visual controls."
          }
        ],
        "limit": "The reported build time is approximate testimony. The transcript does not verify it, or prove which control caused every visual change."
      }
    },
    {
      "id": "2YHa1vhnmK0",
      "short_title": "Explain infrastructure through one incident",
      "category": "explanation",
      "pattern": "Burden → model → worked case → report",
      "question": "What does hosted agent infrastructure remove from a developer's job?",
      "reading": "An incident-investigation scenario gives several API capabilities a common purpose. Diagrams and code explain the mechanism, while the final report turns the infrastructure argument into something the on-call team can review.",
      "beats": [
        [
          18.02,
          "Give the abstraction a boundary",
          "A diagram places the harness between an application and a sandbox; later labels identify orchestration, sessions and context."
        ],
        [
          42,
          "Attach capabilities to a task",
          "Highlighted configuration and the presenter share the frame. Captions connect tools and a runbook to investigating an incident."
        ],
        [
          78.04,
          "Make one tradeoff legible",
          "A comparison graphic contrasts large raw tool results with a small filtered result; the caption account explains processing logs in code."
        ],
        [
          114.03,
          "Finish with human review",
          "A formatted proposed-response report appears beside the work environment, matching the captioned goal of a reviewable handoff."
        ]
      ],
      "takeaway": "Choose one concrete technical task and introduce each capability only when that task needs it. End on the artifact the next person actually consumes.",
      "caution": "The token comparison belongs to this example; it is not a general benchmark or a claim that incidents are resolved automatically.",
      "rank": 27,
      "title": "Introducing the Agents API",
      "source_url": "https://www.youtube.com/watch?v=2YHa1vhnmK0",
      "publication_date": "2026-09-10",
      "duration_seconds": 138,
      "upload_type": "Video",
      "frames": [
        {
          "time": 18.018,
          "requested_time": 18.02,
          "label": "Give the abstraction a boundary",
          "caption": "A diagram places the harness between an application and a sandbox; later labels identify orchestration, sessions and context.",
          "image": "/videos/storytelling/latest-100/media/2YHa1vhnmK0/0018018.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2YHa1vhnmK0&t=18s"
        },
        {
          "time": 42.000292,
          "requested_time": 42,
          "label": "Attach capabilities to a task",
          "caption": "Highlighted configuration and the presenter share the frame. Captions connect tools and a runbook to investigating an incident.",
          "image": "/videos/storytelling/latest-100/media/2YHa1vhnmK0/0042000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2YHa1vhnmK0&t=42s"
        },
        {
          "time": 114.030583,
          "requested_time": 114.03,
          "label": "Finish with human review",
          "caption": "A formatted proposed-response report appears beside the work environment, matching the captioned goal of a reviewable handoff.",
          "image": "/videos/storytelling/latest-100/media/2YHa1vhnmK0/0114031.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2YHa1vhnmK0&t=114s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/2YHa1vhnmK0/",
      "words_and_picture": {
        "thesis": "An incident investigation gives the technical features a common purpose. A sparse two-column diagram then turns one efficiency claim into a comparison the viewer can read.",
        "argument": "The opening names the infrastructure work around an agent before introducing the API. A simple app–harness–sandbox diagram explains the division of responsibility. The film then follows one incident investigation through connected tools, instructions, environment choices, log filtering, delegated work, compaction and a final report. These are distinct capabilities, but the incident supplies continuity. The report is the sequence's concrete destination; the closing returns to the developer benefit introduced at the start.",
        "timeline": [
          {
            "start": 0,
            "end": 16.058,
            "speech": "The presenter names the surrounding infrastructure work and introduces a service intended to handle it.",
            "picture": "A table view gives way to a closer view and a brief product label.",
            "job": "Establish the problem before naming the offering."
          },
          {
            "start": 16.058,
            "end": 26.276,
            "speech": "The hosted harness and its responsibilities are explained.",
            "picture": "A white diagram places the harness between the application and sandbox, then adds responsibilities inside it.",
            "job": "Make the division of work legible."
          },
          {
            "start": 26.276,
            "end": 47.297,
            "speech": "An incident investigation needs data, recent changes and a runbook.",
            "picture": "The presenter introduces the example; terminal views alternate with selected configuration beside him.",
            "job": "Give the feature list one continuing task."
          },
          {
            "start": 47.297,
            "end": 66.608,
            "speech": "Environment choices are followed by the problem of too many logs for context.",
            "picture": "Configuration appears beside the presenter, then dense log output fills a dark terminal view.",
            "job": "Show both control and the scale of the information problem."
          },
          {
            "start": 66.608,
            "end": 78.287,
            "speech": "Filtering in code is explained as a way to reduce the raw data passed into context.",
            "picture": "A two-column diagram progresses from calls and results to a pair of token counts.",
            "job": "Make a technical mechanism comparable at a glance."
          },
          {
            "start": 78.287,
            "end": 105.23,
            "speech": "The example expands to delegated investigation and continuation through compaction.",
            "picture": "Terminal work returns, followed by table and close views of the presenter.",
            "job": "Explain additional capabilities within the same incident."
          },
          {
            "start": 105.23,
            "end": 116.742,
            "speech": "The completed investigation should become a report with evidence and next steps.",
            "picture": "A terminal result leads into a document that scrolls from assessment to proposed response.",
            "job": "Give the workflow a reviewable destination."
          },
          {
            "start": 116.742,
            "end": 137.741,
            "speech": "The presenter returns to the benefit of maintaining less infrastructure and closes the launch.",
            "picture": "Close and table views lead into the brand ending.",
            "job": "Resolve the original developer problem."
          }
        ],
        "composition": [
          {
            "label": "Use three visual modes for three jobs",
            "text": "The presenter introduces and interprets the claim. Dark terminal captures show the technical material. White diagrams strip that material down to a relationship. Moving between them helps distinguish explanation from the detailed example."
          },
          {
            "label": "Keep the comparison spatially consistent",
            "text": "The direct-call approach stays on the left and the programmatic approach on the right. Each side develops within its own column, then resolves into a count at the same visual level. The audience can compare without relocating the subjects."
          },
          {
            "label": "Finish with an artifact that can be reviewed",
            "text": "The investigation ends in a document containing an assessment, evidence and proposed response. Showing the report after the terminal sequence changes the scale from internal process to something an on-call team could inspect."
          }
        ],
        "application": "Carry one real task through a technical explanation. When a mechanism is difficult to read in a screen capture, use a simple diagram that preserves the task's actual relationships. Return to the real result afterward. If using a numerical comparison, retain the measurement basis and avoid presenting an illustrative number as a validated result.",
        "limit": "The diagrams and on-screen counts communicate the film's claims. This review does not verify API behavior, reproduce the incident investigation or establish a benchmark. The small captures support composition analysis; they are not a substitute for reading or executing the source code."
      },
      "language": {
        "id": "2YHa1vhnmK0",
        "mode": "explain",
        "title": "Earn technical density with one coherent task",
        "reading": "An inventory of infrastructure work precedes the launch claim. A single incident-investigation example then carries the explanation through tools, context, execution and a report someone can review.",
        "passages": [
          {
            "start": 0,
            "end": 23.8,
            "note": "The problem is broken into named responsibilities before the product is introduced."
          },
          {
            "start": 28.3,
            "end": 115.5,
            "note": "Technical terms remain connected to the requirements and deliverable of one investigation."
          }
        ],
        "limit": "The workflow illustrates the explanation. Its token comparison and outcome are not independently reproduced benchmarks."
      }
    },
    {
      "id": "PbfXbDbCthA",
      "short_title": "Let a familiar task hold a stylized office film together",
      "category": "launch",
      "pattern": "Person with request → busy shared setting → work sequence → deck → collective ending",
      "question": "What keeps a highly staged workplace film attached to a concrete product task?",
      "reading": "The office’s people and movement surround one woman’s request to update a launch brief. Screen inserts preserve that task through a work response and finished slides. The staged setting gives the film its character, while the recurring launch brief supplies a readable before-and-after thread.",
      "beats": [
        [
          1.25,
          "Begin with the person’s request",
          "The woman holds a phone near her face while entering the office."
        ],
        [
          10.01,
          "Expose the work to be done",
          "A work response lists steps for updating the approved launch brief from connected sources."
        ],
        [
          20.02,
          "Show the resulting artifact",
          "The launch-brief deck appears on a laptop."
        ],
        [
          27.53,
          "Return to the shared setting",
          "A wide office view carries the closing message about directing the work."
        ]
      ],
      "takeaway": "A stylized live-action setting can coexist with a specific task. Repeat the same request and artifact so the product thread remains legible.",
      "caution": "Still sampling cannot assess choreography, musical synchronization or the timing of the staged action. No listening or continuous playback review was performed.",
      "rank": 28,
      "title": "In Harmony",
      "source_url": "https://www.youtube.com/watch?v=PbfXbDbCthA",
      "publication_date": "2026-09-10",
      "duration_seconds": 30,
      "upload_type": "Video",
      "frames": [
        {
          "time": 1.25125,
          "requested_time": 1.25,
          "label": "Begin with the person’s request",
          "caption": "The woman holds a phone near her face while entering the office.",
          "image": "/videos/storytelling/latest-100/media/PbfXbDbCthA/0001251.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PbfXbDbCthA&t=1s"
        },
        {
          "time": 20.02,
          "requested_time": 20.02,
          "label": "Show the resulting artifact",
          "caption": "The launch-brief deck appears on a laptop.",
          "image": "/videos/storytelling/latest-100/media/PbfXbDbCthA/0020020.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PbfXbDbCthA&t=20s"
        },
        {
          "time": 27.5275,
          "requested_time": 27.53,
          "label": "Return to the shared setting",
          "caption": "A wide office view carries the closing message about directing the work.",
          "image": "/videos/storytelling/latest-100/media/PbfXbDbCthA/0027528.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PbfXbDbCthA&t=27s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/PbfXbDbCthA/",
      "words_and_picture": {
        "thesis": "A short request gives the film a concrete task. The surrounding office movement becomes a visual interpretation of coordinated work, while screen inserts carry the actual request, progress and result.",
        "argument": "The protagonist speaks into a phone while entering an office. The frame expands to include the people and desks around her, then bridges from the phone to a laptop. A longer written request and a progress list establish the task more explicitly than the brief spoken setup. Office movement surrounds the seated protagonist before the film shows a presentation and several of its slides. A return to her, followed by the closing line over the wider room, joins the concrete result to the film's broader idea of directing work. This is a staged brand narrative, not a real-time record of the workflow.",
        "timeline": [
          {
            "start": 0,
            "end": 4.671,
            "speech": "A brief instruction asks for a launch presentation update using recent meeting material.",
            "picture": "A phone request leads from a frontal view to the wider office.",
            "job": "Give the visual sequence a specific task."
          },
          {
            "start": 4.671,
            "end": 7.758,
            "speech": "No additional speech was recovered in this interval.",
            "picture": "A desk view connects phone and laptop, followed by the longer written request.",
            "job": "Bridge the physical action to its screen context."
          },
          {
            "start": 7.758,
            "end": 11.136,
            "speech": "The opening request remains the verbal setup; no further words were recovered.",
            "picture": "The protagonist is followed by close views of the task's progress list.",
            "job": "Make the work behind the request visible."
          },
          {
            "start": 11.136,
            "end": 17.851,
            "speech": "No additional speech was recovered in this interval.",
            "picture": "Office activity continues around desks, a doorway and the seated protagonist.",
            "job": "Develop the film's visual metaphor of coordinated work."
          },
          {
            "start": 17.851,
            "end": 22.814,
            "speech": "No additional speech was recovered in this interval.",
            "picture": "The laptop reveals a presentation, followed by the protagonist and a wide room view.",
            "job": "Connect the surrounding activity to a concrete output."
          },
          {
            "start": 22.814,
            "end": 25.067,
            "speech": "The result is presented visually; no new narration was recovered.",
            "picture": "Several presentation slides are shown in sequence.",
            "job": "Let the audience inspect the type of artifact produced."
          },
          {
            "start": 25.067,
            "end": 30.061,
            "speech": "The closing message is on screen; the transcript supplies no further spoken line.",
            "picture": "The protagonist returns, followed by the wider office and closing typography.",
            "job": "Join the completed task to the brand idea."
          }
        ],
        "composition": [
          {
            "label": "Move from the person into her working world",
            "text": "A frontal phone view becomes a rear view and then a wider office angle. This progression keeps the protagonist as the thread while adding the environment in which the request matters."
          },
          {
            "label": "Use depth for the surrounding activity",
            "text": "People cross foreground aisles, work around middle-distance desks and make larger gestures farther back. The seated protagonist supplies a relatively stable focal point in later views. The contrast can be read as a metaphor for work coordinated around one instruction."
          },
          {
            "label": "Reserve screen inserts for readable evidence",
            "text": "The laptop shots identify the written request, progress through connected material and the resulting presentation. The film revisits several slides before returning to the person, so the physical staging is supported by a visible artifact."
          }
        ],
        "application": "Use one clear instruction to organize a short sequence, and give the audience a visible artifact before the closing claim. If surrounding motion serves as a metaphor, retain enough real product evidence to explain what was actually done. Keep the metaphor's timing separate from any claim about product latency.",
        "limit": "The machine transcript recovered only the short opening request. That is not a certification of silence or an analysis of the rest of the soundtrack. Office staging is interpreted as metaphor; this study does not verify connector behavior, presentation accuracy, elapsed task time or synchronization to music."
      },
      "language": {
        "id": "PbfXbDbCthA",
        "mode": "compact",
        "title": "Leave room for the visual idea",
        "reading": "The retained recognition contains only a brief workplace request involving a project update, a launch deck and meeting notes. It offers a compact task premise for the separately studied visual sequence.",
        "passages": [
          {
            "start": 0,
            "end": 6,
            "note": "The available spoken text supplies a work request instead of a long explanation."
          }
        ],
        "limit": "This is a very small, unverified ASR sample. Its exact opening syntax is uncertain. Lack of later recognized words does not establish silence, music or complete speech coverage."
      }
    },
    {
      "id": "qg_54P-oPgI",
      "short_title": "Keep the people’s day larger than the interface",
      "category": "human",
      "pattern": "City life → practical use → shared work → life continues",
      "question": "How does a human story make assistance visible without turning into a screen tour?",
      "reading": "The two brothers remain the center as the film moves from a street and café into a workplace and back into travel. Phone close-ups are brief and embedded in those situations. The continuity comes from the people and their shared day, with the interface serving particular moments rather than replacing the setting.",
      "beats": [
        [
          5.88,
          "Establish a person in the city",
          "One brother uses a phone on the street before the two appear together."
        ],
        [
          35.29,
          "Connect use to a practical situation",
          "A phone is held over a menu at a café table."
        ],
        [
          82.29,
          "Move into their shared work",
          "A laptop with large text appears during the office sequence."
        ],
        [
          129.3,
          "Return to life outside the office",
          "One brother uses a phone from a taxi window near the ending."
        ]
      ],
      "takeaway": "For a personal story, let the person’s activity determine when a screen belongs in the film. Return to that activity after the interaction.",
      "caution": "The source title identifies the brothers and their nonprofit context. Without captions or listening, this reading does not infer the precise assistance, its accuracy or navigation safety.",
      "rank": 29,
      "title": "Two blind brothers using ChatGPT to navigate life and run their nonprofit",
      "source_url": "https://www.youtube.com/watch?v=qg_54P-oPgI",
      "publication_date": "2026-09-10",
      "duration_seconds": 141,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.880875,
          "requested_time": 5.88,
          "label": "Establish a person in the city",
          "caption": "One brother uses a phone on the street before the two appear together.",
          "image": "/videos/storytelling/latest-100/media/qg_54P-oPgI/0005881.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=qg_54P-oPgI&t=5s"
        },
        {
          "time": 35.28525,
          "requested_time": 35.29,
          "label": "Connect use to a practical situation",
          "caption": "A phone is held over a menu at a café table.",
          "image": "/videos/storytelling/latest-100/media/qg_54P-oPgI/0035285.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=qg_54P-oPgI&t=35s"
        },
        {
          "time": 129.295833,
          "requested_time": 129.3,
          "label": "Return to life outside the office",
          "caption": "One brother uses a phone from a taxi window near the ending.",
          "image": "/videos/storytelling/latest-100/media/qg_54P-oPgI/0129296.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=qg_54P-oPgI&t=129s"
        }
      ]
    },
    {
      "id": "mPAmXQnhv2E",
      "short_title": "Make preparation pay off in the public event",
      "category": "human",
      "pattern": "Owner at work → setup → tools and materials → event → family return",
      "question": "What gives a small-business film an ending beyond administrative work?",
      "reading": "The laptop opening is followed by travel, unloading and event preparation. Brief phone views and a printed item sit inside that practical work. The public performance, audience and later family scenes give the preparation a visible destination, making the business part of a lived routine.",
      "beats": [
        [
          23.61,
          "Show the work behind the event",
          "People unload equipment near vehicles before the venue setup."
        ],
        [
          47.17,
          "Give the preparation a tangible object",
          "A printed branded item appears after a phone-screen insert."
        ],
        [
          75.45,
          "Show the public payoff",
          "A rider performs above the venue, followed by audience and operator views."
        ],
        [
          99.02,
          "Return to the wider life",
          "A vehicle crosses a rural landscape before the closing personal views."
        ]
      ],
      "takeaway": "When the product helps with preparation, show what that preparation makes possible in the world.",
      "caution": "The visuals do not establish business growth or attribute event success to the product. The precise phone requests were unavailable without captions.",
      "rank": 30,
      "title": "Helping a small business go big with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=mPAmXQnhv2E",
      "publication_date": "2026-09-10",
      "duration_seconds": 113,
      "upload_type": "Video",
      "frames": [
        {
          "time": 23.606917,
          "requested_time": 23.61,
          "label": "Show the work behind the event",
          "caption": "People unload equipment near vehicles before the venue setup.",
          "image": "/videos/storytelling/latest-100/media/mPAmXQnhv2E/0023607.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mPAmXQnhv2E&t=23s"
        },
        {
          "time": 75.450375,
          "requested_time": 75.45,
          "label": "Show the public payoff",
          "caption": "A rider performs above the venue, followed by audience and operator views.",
          "image": "/videos/storytelling/latest-100/media/mPAmXQnhv2E/0075450.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mPAmXQnhv2E&t=75s"
        },
        {
          "time": 99.015583,
          "requested_time": 99.02,
          "label": "Return to the wider life",
          "caption": "A vehicle crosses a rural landscape before the closing personal views.",
          "image": "/videos/storytelling/latest-100/media/mPAmXQnhv2E/0099016.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mPAmXQnhv2E&t=99s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/mPAmXQnhv2E/",
      "words_and_picture": {
        "thesis": "The stunt show provides the spectacle, but the story's problem is the work required to make it happen. A wide view of two people handling equipment makes a short statement about capacity tangible.",
        "argument": "The film opens with a practical request at a laptop, then reveals the scale of the live show. Travel and interview material establish the family business. The middle moves through setup, sound, design, merchandise and administration as examples of the owners' workload. Family moments lead into the performance and spectators' reactions, giving those practical tasks a human payoff. A fresh request while traveling to the next event closes the loop: the need for assistance continues with the business, rather than ending at one software result.",
        "timeline": [
          {
            "start": 0,
            "end": 14.4,
            "speech": "A practical request opens the film, followed by an introduction to the show.",
            "picture": "A laptop conversation leads into stunt footage, spectators and a title arranged over an overhead jump.",
            "job": "Connect everyday assistance with the scale of the business."
          },
          {
            "start": 14.4,
            "end": 32.366,
            "speech": "The owners describe travel, the family tour and the challenge of competing as a small business.",
            "picture": "The RV, an interview, crew preparation and the couple looking at a phone.",
            "job": "Establish the people and the constraints around the spectacle."
          },
          {
            "start": 32.366,
            "end": 42,
            "speech": "The account describes a small team with many tasks and gaps in expertise.",
            "picture": "Two people unload and position equipment; a phone request is intercut with the sound setup.",
            "job": "Make the capacity problem physical and specific."
          },
          {
            "start": 42,
            "end": 62.8,
            "speech": "Design, media and administration become examples of work the owners need help with.",
            "picture": "Phone views, signs, merchandise, an interview and the setup of a sales tent.",
            "job": "Broaden the need through recognizable jobs."
          },
          {
            "start": 62.8,
            "end": 73,
            "speech": "The account brings family demands into show day and turns toward the live audience.",
            "picture": "Children, the owners and crew give way to a microphone and the grandstand.",
            "job": "Move from preparation to the reason for it."
          },
          {
            "start": 73,
            "end": 85.5,
            "speech": "The account describes the reward of seeing people respond to the show.",
            "picture": "Airborne stunts alternate with spectators' visible reactions and applause.",
            "job": "Give the work an emotional payoff."
          },
          {
            "start": 85.5,
            "end": 98.1,
            "speech": "The owners connect entrepreneurship with freedom and family pride.",
            "picture": "Autographs, merchandise activity and the family moving around the grounds.",
            "job": "Extend the payoff beyond the performance."
          },
          {
            "start": 98.1,
            "end": 113.141,
            "speech": "A new planning request accompanies the next journey, followed by a statement of ambition.",
            "picture": "The RV travels through fields; a phone conversation and interview lead into a wide road view.",
            "job": "Close the day while leaving the business moving forward."
          }
        ],
        "composition": [
          {
            "label": "Give setup the scale of the venue",
            "text": "Wide frames place the owners, trailer and large equipment against an empty grandstand. Those proportions make the preparation legible as substantial work before the crowd arrives."
          },
          {
            "label": "Use close details to connect different jobs",
            "text": "The sequence moves between equipment, a phone, signs, clothing and small merchandise. These details provide concrete referents for the different kinds of work discussed in the account. The montage links them thematically; it does not show every item being produced."
          },
          {
            "label": "Let the audience complete the performance",
            "text": "The stunt passages include wide airborne views and spectators looking up, smiling or reacting. The reaction shots make the effect on people part of the payoff, alongside the physical feat itself."
          }
        ],
        "application": "Give a product benefit a visible cost it helps address. Show the actual work around the task, then return to what that work makes possible for people. For the all-hands, distinguish a real before-and-after product demonstration from a montage that associates the product with several business activities.",
        "limit": "The account and montage do not establish which merchandise was generated with the tool, quantify saved time or validate the example answers. Machine transcription contains uncertain technical terms and proper names outside the selected phrase. No claims about sound design or vocal delivery are made."
      },
      "language": {
        "id": "mPAmXQnhv2E",
        "mode": "human",
        "title": "Make the capability gap personal and specific",
        "reading": "The account names the practical limits of a small family team and the roles they still have to fill. The ending widens into pride, freedom and ambition, allowing more expressive language than the instructional films.",
        "passages": [
          {
            "start": 17.2,
            "end": 54.9,
            "note": "Tour history, team size and unfamiliar roles establish the need for help."
          },
          {
            "start": 87.7,
            "end": 109.2,
            "note": "The payoff is expressed through family participation and entrepreneurial possibility."
          }
        ],
        "limit": "Some technical nouns are mistranscribed. The family account does not independently establish financial results or the correctness of advice shown in the film."
      }
    },
    {
      "id": "0XLGisanEAs",
      "short_title": "Connect abstract research to hands, instruments and collaborators",
      "category": "human",
      "pattern": "Laboratory work → computational imagery → researchers → collaboration → research return",
      "question": "How does a film make computational science visible without a step-by-step software demo?",
      "reading": "Laboratory close-ups, code, scientific imagery and researcher portraits alternate throughout. Hands using instruments and people working together keep the abstract screens attached to a physical practice. The film offers a research-world portrait rather than a traceable experiment from hypothesis to validated result.",
      "beats": [
        [
          21.56,
          "Anchor the subject in physical work",
          "Gloved hands handle laboratory material before the title passage."
        ],
        [
          59.31,
          "Expose the computational side",
          "A ChatGPT interface appears among code and scientific imagery."
        ],
        [
          91.63,
          "Show collaboration",
          "Researchers work together at a laboratory bench."
        ],
        [
          113.2,
          "Return to the research materials",
          "Code and scientific visualizations lead back to the researcher near the ending."
        ]
      ],
      "takeaway": "For a complex research story, connect abstract screens to real people, instruments and collaborative work. Add a separate evidence sequence if a specific result is the claim.",
      "caution": "No scientific or medical conclusion is evaluated here. With no captions or listening, the research method and claimed discoveries cannot be reconstructed from this visual montage.",
      "rank": 31,
      "title": "Discovering new antibiotics with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=0XLGisanEAs",
      "publication_date": "2026-09-10",
      "duration_seconds": 129,
      "upload_type": "Video",
      "frames": [
        {
          "time": 21.563208,
          "requested_time": 21.56,
          "label": "Anchor the subject in physical work",
          "caption": "Gloved hands handle laboratory material before the title passage.",
          "image": "/videos/storytelling/latest-100/media/0XLGisanEAs/0021563.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XLGisanEAs&t=21s"
        },
        {
          "time": 59.30925,
          "requested_time": 59.31,
          "label": "Expose the computational side",
          "caption": "A ChatGPT interface appears among code and scientific imagery.",
          "image": "/videos/storytelling/latest-100/media/0XLGisanEAs/0059309.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XLGisanEAs&t=59s"
        },
        {
          "time": 91.633208,
          "requested_time": 91.63,
          "label": "Show collaboration",
          "caption": "Researchers work together at a laboratory bench.",
          "image": "/videos/storytelling/latest-100/media/0XLGisanEAs/0091633.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XLGisanEAs&t=91s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/0XLGisanEAs/",
      "words_and_picture": {
        "thesis": "The opening does not illustrate every noun literally. It places a computational promise over physical laboratory work, then uses repeated biological imagery to connect methods, stakes and aspiration.",
        "argument": "An invitation to imagine a useful molecule opens over microscope work. The film contrasts gathering material in nature with computational investigation, then introduces the scientific and human stakes of antibiotic research. Laboratory actions, discussions, screens and illustrated examples give that large subject several scales. The final passage returns to the hope that this work might help people. That ending matters: the desired human benefit is presented as a goal, while the visible evidence remains research activity, visualizations and testimony.",
        "timeline": [
          {
            "start": 0,
            "end": 6,
            "speech": "The opening invites the viewer to imagine a computer-designed molecule with a human benefit.",
            "picture": "A researcher, a microscope control and biological imagery form a sequence of changing scales.",
            "job": "Connect the proposed method to a physical purpose."
          },
          {
            "start": 6,
            "end": 13.3,
            "speech": "Gathering material in nature is contrasted with computational work.",
            "picture": "A person among plants leads into inset images of field collection over colorful patterns.",
            "job": "Give the older search process a concrete form."
          },
          {
            "start": 13.3,
            "end": 28.5,
            "speech": "The narration introduces computational assistance and a claim about accelerating discovery.",
            "picture": "Colleagues, code, pipetting and a projected-pattern title sequence.",
            "job": "Establish the working world and the film's subject."
          },
          {
            "start": 28.5,
            "end": 57.8,
            "speech": "The narration explains why effective antibiotics matter and describes the stakes of resistance.",
            "picture": "Laboratory actions and a group discussion lead to medical illustrations.",
            "job": "Make the motivation larger than a software task."
          },
          {
            "start": 57.8,
            "end": 85.3,
            "speech": "Biology is described as information, with several sources of molecular investigation.",
            "picture": "Chat and code views, researchers, projected patterns, animal illustrations and a molecular visualization.",
            "job": "Move between the computational idea and examples of what it examines."
          },
          {
            "start": 85.3,
            "end": 98.5,
            "speech": "The account describes broader access to computational analysis and algorithms.",
            "picture": "Colleagues work together; angled displays show chat, code and data.",
            "job": "Locate the tool's role within ongoing research."
          },
          {
            "start": 98.5,
            "end": 110.3,
            "speech": "The narration returns to biological complexity and identifying patterns.",
            "picture": "A meeting, plant-filled surroundings and a montage of biological forms.",
            "job": "Reconnect the technical work to the larger field of inquiry."
          },
          {
            "start": 110.3,
            "end": 129.361,
            "speech": "The closing describes the hope that the work could help people and the motivation to continue.",
            "picture": "A reflective desk portrait, screens, projected imagery and smiling colleagues lead into the brand ending.",
            "job": "Resolve the portrait with an aspiration, not a demonstrated clinical outcome."
          }
        ],
        "composition": [
          {
            "label": "Change scale without changing the subject",
            "text": "The opening moves from a researcher at a microscope, to the focusing control, to a circular microscopic image. That progression gives the audience a route from person to action to the material under study."
          },
          {
            "label": "Give abstract information a recurring visual form",
            "text": "Colorful biological patterns recur behind archival-style pictures, behind a researcher at a desk and across the closing portraits. Read as a motif, they connect nature, data and the people examining it. They do not establish a scientific result by themselves."
          },
          {
            "label": "Place screens inside a working environment",
            "text": "The computer views include hands, reflections, angled displays and colleagues looking together. They locate the tool within laboratory practice. The film is not structured as an isolated sequence of product controls and responses."
          }
        ],
        "application": "For a human account, let the pictures establish the real work, people and stakes around a product. A visual need not repeat the spoken noun if it adds necessary context. Keep ambitions and achieved results distinct: if the recording expresses a future hope, do not give it an image that implies the outcome has already occurred.",
        "limit": "The transcript is machine-only and includes uncertain proper names and a brief conversational interjection. This reading makes no claim about vocal delivery or speaker attribution. Laboratory footage and scientific illustrations do not independently establish efficacy, clinical benefit or the narration's scientific claims."
      },
      "language": {
        "id": "0XLGisanEAs",
        "mode": "human",
        "title": "Preserve the difference between a possibility and an achieved benefit",
        "reading": "An imagined human benefit opens the story. The language moves through scientific work and vivid biological examples, then returns to a hoped-for outcome and personal motivation.",
        "passages": [
          {
            "start": 0.1,
            "end": 19.4,
            "note": "The opening asks the viewer to imagine a consequence of the research."
          },
          {
            "start": 110.1,
            "end": 120,
            "note": "The ending describes a desired benefit as a dream that motivates the work."
          }
        ],
        "limit": "Research claims and hopes in the film are not independently verified clinical outcomes. Keep that distinction when adapting the structure."
      }
    },
    {
      "id": "MSiAd36bGeQ",
      "short_title": "Keep the shoe campaign in view",
      "category": "launch",
      "pattern": "Business question → diagnosis → adaptable artifact → routine",
      "question": "How can many data capabilities feel like one continuous story?",
      "reading": "A single shoe-launch example links analysis, slides, a dashboard, customization and a team update. Reusing the campaign's visual identity makes the outputs feel related even as the film changes formats quickly.",
      "beats": [
        [
          12,
          "Ask about a concrete disappointment",
          "The composer contains a question about flat sales for the shoe launch, followed by visible research-progress labels."
        ],
        [
          26,
          "Give the question an explanation",
          "A report distinguishes strong traffic from a checkout problem, with the same campaign carried into a slide deck."
        ],
        [
          46,
          "Keep the result editable",
          "The shoe dashboard is visible with a request to change the metric; subsequent samples vary its layout and theme."
        ],
        [
          62,
          "Connect the output to the team",
          "A Slack-style update follows a request to refresh the dashboard and share changes, before the product title."
        ]
      ],
      "takeaway": "Carry one named example and one visual object across formats. Introduce each new surface as the next use of the same work.",
      "caution": "This is an edited capability montage. The visible sequence does not measure execution time or validate the business diagnosis.",
      "rank": 32,
      "title": "Data agent in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=MSiAd36bGeQ",
      "publication_date": "2026-09-10",
      "duration_seconds": 71,
      "upload_type": "Video",
      "frames": [
        {
          "time": 12.0,
          "requested_time": 12,
          "label": "Ask about a concrete disappointment",
          "caption": "The composer contains a question about flat sales for the shoe launch, followed by visible research-progress labels.",
          "image": "/videos/storytelling/latest-100/media/MSiAd36bGeQ/0012000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MSiAd36bGeQ&t=12s"
        },
        {
          "time": 26.0,
          "requested_time": 26,
          "label": "Give the question an explanation",
          "caption": "A report distinguishes strong traffic from a checkout problem, with the same campaign carried into a slide deck.",
          "image": "/videos/storytelling/latest-100/media/MSiAd36bGeQ/0026000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MSiAd36bGeQ&t=26s"
        },
        {
          "time": 62.0,
          "requested_time": 62,
          "label": "Connect the output to the team",
          "caption": "A Slack-style update follows a request to refresh the dashboard and share changes, before the product title.",
          "image": "/videos/storytelling/latest-100/media/MSiAd36bGeQ/0062000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MSiAd36bGeQ&t=62s"
        }
      ]
    },
    {
      "id": "kuGjypoJKwk",
      "short_title": "Use one work thread to organize a broader launch",
      "category": "launch",
      "pattern": "Capability promise → spoken request → deck → follow-through → broader outputs",
      "question": "How does a launch montage retain a task the audience can follow?",
      "reading": "After the opening field of work artifacts, the film settles into one launch-strategy request. Work-source statuses lead to a deck, then the task continues into project, budget and calendar surfaces. The final spread of outputs returns to breadth after the middle has supplied a specific example.",
      "beats": [
        [
          16.37,
          "Turn the promise into a task",
          "The composer contains a request for a leadership strategy deck using customer and campaign context."
        ],
        [
          25.73,
          "Reveal the first deliverable",
          "A completed response includes the launch-strategy presentation."
        ],
        [
          42.1,
          "Extend the task beyond the deck",
          "A follow-up request names the project tracker, budget, kickoff and vendor brief."
        ],
        [
          46.77,
          "Show follow-through surfaces",
          "A calendar follows a campaign-budget spreadsheet before the broader output montage."
        ]
      ],
      "takeaway": "For a broad product announcement, let one concrete task occupy the middle. Expand to other possibilities only after the audience has seen a coherent example.",
      "caution": "The edited statuses and multiple surfaces do not verify elapsed time, execution completeness or model performance.",
      "rank": 33,
      "title": "ChatGPT Work, now powered by GPT-6 Astra",
      "source_url": "https://www.youtube.com/watch?v=kuGjypoJKwk",
      "publication_date": "2026-09-09",
      "duration_seconds": 56,
      "upload_type": "Video",
      "frames": [
        {
          "time": 16.366667,
          "requested_time": 16.37,
          "label": "Turn the promise into a task",
          "caption": "The composer contains a request for a leadership strategy deck using customer and campaign context.",
          "image": "/videos/storytelling/latest-100/media/kuGjypoJKwk/0016367.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=kuGjypoJKwk&t=16s"
        },
        {
          "time": 25.733333,
          "requested_time": 25.73,
          "label": "Reveal the first deliverable",
          "caption": "A completed response includes the launch-strategy presentation.",
          "image": "/videos/storytelling/latest-100/media/kuGjypoJKwk/0025733.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=kuGjypoJKwk&t=25s"
        },
        {
          "time": 46.766667,
          "requested_time": 46.77,
          "label": "Show follow-through surfaces",
          "caption": "A calendar follows a campaign-budget spreadsheet before the broader output montage.",
          "image": "/videos/storytelling/latest-100/media/kuGjypoJKwk/0046767.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=kuGjypoJKwk&t=46s"
        }
      ]
    },
    {
      "id": "cmN6XVuLEd4",
      "short_title": "Explore the artifact while keeping its maker present",
      "category": "human",
      "pattern": "Question → world reveal → several views and controls → creator reflection",
      "question": "How does a game-building account show the result without losing the person?",
      "reading": "The vertical split layout places a block-like city above the conversation. Ground-level, overhead and map-like views make the artifact’s range visible while the creator remains beneath it. The film then returns to the faces, treating exploration and reflection as complementary parts of the account.",
      "beats": [
        [
          7.09,
          "Reveal the artifact",
          "A laptop view shows the city before the split-screen presentation."
        ],
        [
          24.82,
          "Move to a character-level view",
          "A character and ground-level scene appear above the interview."
        ],
        [
          46.05,
          "Change the viewing scale",
          "An overhead city view is followed by a map-like display."
        ],
        [
          77.95,
          "Return to reflection",
          "The creator fills the frame again near the ending."
        ]
      ],
      "takeaway": "Keep the maker visible while exploring a complex artifact. Change the view only when it reveals a different property of the result.",
      "caution": "The samples do not establish how much code was generated, actual interactivity or historical accuracy. The title’s London setting is attributed to the source.",
      "rank": 34,
      "title": "GPT-6 Astra turned London into a game",
      "source_url": "https://www.youtube.com/watch?v=cmN6XVuLEd4",
      "publication_date": "2026-09-09",
      "duration_seconds": 85,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 24.816458,
          "requested_time": 24.82,
          "label": "Move to a character-level view",
          "caption": "A character and ground-level scene appear above the interview.",
          "image": "/videos/storytelling/latest-100/media/cmN6XVuLEd4/0024816.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cmN6XVuLEd4&t=24s"
        },
        {
          "time": 46.046,
          "requested_time": 46.05,
          "label": "Change the viewing scale",
          "caption": "An overhead city view is followed by a map-like display.",
          "image": "/videos/storytelling/latest-100/media/cmN6XVuLEd4/0046046.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cmN6XVuLEd4&t=46s"
        },
        {
          "time": 77.952875,
          "requested_time": 77.95,
          "label": "Return to reflection",
          "caption": "The creator fills the frame again near the ending.",
          "image": "/videos/storytelling/latest-100/media/cmN6XVuLEd4/0077953.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=cmN6XVuLEd4&t=77s"
        }
      ]
    },
    {
      "id": "n-dqdVMwoas",
      "short_title": "Move a roundtable from reactions to artifacts",
      "category": "human",
      "pattern": "Many reactions → distinct examples → expanded ambition",
      "question": "Can a collection of endorsements give the viewer anything specific to inspect?",
      "reading": "The first section collects impressions from several businesses; the second earns more specificity through different screen examples. The change from faces to artifacts is essential: it gives each broad reaction a more concrete referent.",
      "beats": [
        [
          38,
          "Establish a range of witnesses",
          "Named interviewees from different businesses appear in a shared setting, describing early impressions in the captions."
        ],
        [
          94.97,
          "Give one claim a worked context",
          "A financial-analysis document appears during a discussion of checking calculations and avoiding double counting."
        ],
        [
          151.9,
          "Vary the kind of proof",
          "A visual editing workflow follows a vector-animation example; later samples show an interface revision with desktop and mobile screenshots."
        ],
        [
          208.88,
          "Finish at a different scale",
          "A technical result and research discussion accompany a captioned account of workload optimization, before the conversation returns to shipping more work."
        ]
      ],
      "takeaway": "When several people endorse the same change, give each one a distinct artifact or task so their contributions add information.",
      "caution": "These are selected first impressions and reported results, not a controlled comparison or a representative sample of customer outcomes.",
      "rank": 35,
      "title": "GPT-6 Astra First Impressions From Businesses",
      "source_url": "https://www.youtube.com/watch?v=n-dqdVMwoas",
      "publication_date": "2026-09-09",
      "duration_seconds": 228,
      "upload_type": "Video",
      "frames": [
        {
          "time": 37.996292,
          "requested_time": 38,
          "label": "Establish a range of witnesses",
          "caption": "Named interviewees from different businesses appear in a shared setting, describing early impressions in the captions.",
          "image": "/videos/storytelling/latest-100/media/n-dqdVMwoas/0037996.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=n-dqdVMwoas&t=37s"
        },
        {
          "time": 94.969875,
          "requested_time": 94.97,
          "label": "Give one claim a worked context",
          "caption": "A financial-analysis document appears during a discussion of checking calculations and avoiding double counting.",
          "image": "/videos/storytelling/latest-100/media/n-dqdVMwoas/0094970.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=n-dqdVMwoas&t=94s"
        },
        {
          "time": 208.875333,
          "requested_time": 208.88,
          "label": "Finish at a different scale",
          "caption": "A technical result and research discussion accompany a captioned account of workload optimization, before the conversation returns to shipping more work.",
          "image": "/videos/storytelling/latest-100/media/n-dqdVMwoas/0208875.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=n-dqdVMwoas&t=208s"
        }
      ],
      "language": {
        "id": "n-dqdVMwoas",
        "mode": "business",
        "title": "Follow broad enthusiasm with a particular test",
        "reading": "The montage allows praise, surprise and personal ambition. Its more assessable passages name a task, a possible mistake or a bounded reported improvement, giving the enthusiasm an object.",
        "passages": [
          {
            "start": 13.2,
            "end": 75,
            "note": "Different speakers describe their impressions and the work that interests them."
          },
          {
            "start": 79.9,
            "end": 106.9,
            "note": "An example explains the consequence of a specific calculation error."
          },
          {
            "start": 198.3,
            "end": 214.1,
            "note": "A reported optimization is tied to a particular workload."
          }
        ],
        "limit": "A stitched set of first impressions is not a controlled comparison or a universal performance guarantee."
      }
    },
    {
      "id": "A7MSwdXj86k",
      "short_title": "Use consistent comparisons for different capability claims",
      "category": "explanation",
      "pattern": "Name variants → image changes → comparison display → special case → presenter return",
      "question": "How can several image-model claims remain distinguishable in one minute?",
      "reading": "The presenter introduces the variants, then yields to a consistent pale comparison layout. Portrait and interior changes, a side-by-side timing display and a transparency example each occupy a separate visual unit. The stable layout helps the viewer see what is being compared even as the property changes.",
      "beats": [
        [
          15.35,
          "Establish a comparison frame",
          "Labeled image columns present a portrait example."
        ],
        [
          22.98,
          "Repeat it with a different subject",
          "An interior scene changes across the same comparison layout."
        ],
        [
          38.33,
          "Make a separate performance claim",
          "One result is visible beside an unfinished comparison, with on-screen timing labels."
        ],
        [
          45.96,
          "Isolate another property",
          "Two insect images are presented against a colored background before the presenter returns."
        ]
      ],
      "takeaway": "When explaining several capabilities, preserve the comparison layout and change one property at a time.",
      "caution": "These are selected demonstration outputs. The sampled images cannot verify generation speed, transparency behavior or representative model quality.",
      "rank": 36,
      "title": "Introducing GPT-Image-2.5 in the API",
      "source_url": "https://www.youtube.com/watch?v=A7MSwdXj86k",
      "publication_date": "2026-09-08",
      "duration_seconds": 61,
      "upload_type": "Video",
      "frames": [
        {
          "time": 15.348667,
          "requested_time": 15.35,
          "label": "Establish a comparison frame",
          "caption": "Labeled image columns present a portrait example.",
          "image": "/videos/storytelling/latest-100/media/A7MSwdXj86k/0015349.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A7MSwdXj86k&t=15s"
        },
        {
          "time": 38.329958,
          "requested_time": 38.33,
          "label": "Make a separate performance claim",
          "caption": "One result is visible beside an unfinished comparison, with on-screen timing labels.",
          "image": "/videos/storytelling/latest-100/media/A7MSwdXj86k/0038330.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A7MSwdXj86k&t=38s"
        },
        {
          "time": 45.962583,
          "requested_time": 45.96,
          "label": "Isolate another property",
          "caption": "Two insect images are presented against a colored background before the presenter returns.",
          "image": "/videos/storytelling/latest-100/media/A7MSwdXj86k/0045963.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A7MSwdXj86k&t=45s"
        }
      ]
    },
    {
      "id": "-VukmrOT1eE",
      "short_title": "Carry a brand from one choice into a family of outputs",
      "category": "launch",
      "pattern": "Choose a template → name the brand → choose a style → extend the identity",
      "question": "What makes a template announcement feel like a small creative journey?",
      "reading": "A brand-name question narrows the opening template gallery to one racing-team identity. Style choices lead to a logo, then the same marks and colors appear on clothing and related imagery. The final grid reads as an expansion of one decision rather than a collection of unrelated examples.",
      "beats": [
        [
          8.1,
          "Give the gallery a specific brief",
          "A brand-name answer identifies a motocross racing team."
        ],
        [
          11.53,
          "Reveal the first identity",
          "A black-and-green wordmark follows the logo-style choices."
        ],
        [
          17.3,
          "Carry it onto an object",
          "The same identity appears on a long-sleeved garment after a merchandise selection."
        ],
        [
          20.77,
          "Show the family of outputs",
          "A grid gathers the logo, apparel and related campaign imagery."
        ]
      ],
      "takeaway": "A showcase is easier to follow when one recognizable identity survives each transformation.",
      "caution": "The montage does not establish the full prompting process, production readiness of the designs or real merchandise.",
      "rank": 37,
      "title": "Templates with ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=-VukmrOT1eE",
      "publication_date": "2026-09-08",
      "duration_seconds": 28,
      "upload_type": "Video",
      "frames": [
        {
          "time": 8.1,
          "requested_time": 8.1,
          "label": "Give the gallery a specific brief",
          "caption": "A brand-name answer identifies a motocross racing team.",
          "image": "/videos/storytelling/latest-100/media/-VukmrOT1eE/0008100.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-VukmrOT1eE&t=8s"
        },
        {
          "time": 11.533333,
          "requested_time": 11.53,
          "label": "Reveal the first identity",
          "caption": "A black-and-green wordmark follows the logo-style choices.",
          "image": "/videos/storytelling/latest-100/media/-VukmrOT1eE/0011533.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-VukmrOT1eE&t=11s"
        },
        {
          "time": 20.766667,
          "requested_time": 20.77,
          "label": "Show the family of outputs",
          "caption": "A grid gathers the logo, apparel and related campaign imagery.",
          "image": "/videos/storytelling/latest-100/media/-VukmrOT1eE/0020767.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-VukmrOT1eE&t=20s"
        }
      ]
    },
    {
      "id": "imPtIEAEHSU",
      "short_title": "Repeat a simple before-and-after so the capability becomes clear",
      "category": "launch",
      "pattern": "Sketch input → transformed output → repeat across subjects → drawn closing",
      "question": "How can several creative examples feel like variations of one idea?",
      "reading": "A rough character sketch becomes a finished scene, followed by similarly paired chair, garden, horse and clothing examples. The repeated rough-to-finished relationship does the explanatory work. The closing lettering follows the same transformation logic, making the end part of the demonstration.",
      "beats": [
        [
          5.6,
          "Make the starting material recognizable",
          "A simple colored character is visible in a sketch interface."
        ],
        [
          12.57,
          "Repeat the transformation with a new subject",
          "A red crab-like chair follows a rough red drawing."
        ],
        [
          16.73,
          "Preserve the input’s spatial idea",
          "A garden rendering follows a colored plan sketch."
        ],
        [
          30.7,
          "Let the closing obey the same rule",
          "The drawn product message appears as a craft-like finished composition."
        ]
      ],
      "takeaway": "Repeat the same visible transformation across a few distinct subjects. Keep each starting state legible enough that the viewer can recognize what carried through.",
      "caution": "The edit does not show a complete generation session or establish that every output follows from the sketch alone. No motion or audio timing was assessed.",
      "rank": 38,
      "title": "Sketch with ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=imPtIEAEHSU",
      "publication_date": "2026-09-08",
      "duration_seconds": 34,
      "upload_type": "Video",
      "frames": [
        {
          "time": 15.366667,
          "requested_time": 15.37,
          "label": "A rough spatial plan",
          "caption": "A colored garden sketch places a pond, paths and planted areas.",
          "image": "/videos/storytelling/latest-100/media/imPtIEAEHSU/0015367.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=imPtIEAEHSU&t=15s"
        },
        {
          "time": 16.733333,
          "requested_time": 16.73,
          "label": "A finished interpretation",
          "caption": "A rendered garden preserves the recognizable pond and surrounding layout.",
          "image": "/videos/storytelling/latest-100/media/imPtIEAEHSU/0016733.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=imPtIEAEHSU&t=16s"
        },
        {
          "time": 30.7,
          "requested_time": 30.7,
          "label": "The same rule at the close",
          "caption": "The drawn closing message becomes a craft-like composition.",
          "image": "/videos/storytelling/latest-100/media/imPtIEAEHSU/0030700.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=imPtIEAEHSU&t=30s"
        }
      ]
    },
    {
      "id": "6l7ble9P74o",
      "short_title": "Carry an imagined image back into everyday life",
      "category": "launch",
      "pattern": "Person’s idea → image interaction → physical-world echo → next person → return",
      "question": "How does an image-model announcement connect generation to personal intention?",
      "reading": "The film cycles through an aquarium, a tattoo idea, a sketched object, a haircut and flowers. Prompt and output inserts sit between people and tangible settings, so each example reads as an idea carried outward. Returning to the aquarium near the close gives the collection a small framing loop.",
      "beats": [
        [
          9.68,
          "Make the first idea visible",
          "An aquarium design is shown with small editing prompts."
        ],
        [
          26.53,
          "Connect a sketch to an object",
          "A drawn form and a candle-holder request precede a physical candle scene."
        ],
        [
          43.42,
          "Repeat the relationship in another setting",
          "A flower image appears between arranging flowers and the finished arrangement."
        ],
        [
          53.05,
          "Return to the opening world",
          "The aquarium appears again beneath the closing message."
        ]
      ],
      "takeaway": "For a multi-example launch, repeat the same relationship between intention, generated image and lived setting. An opening object can provide the return at the end.",
      "caution": "The staged physical scenes are not evidence that the system manufactured objects or performed real-world actions. No music or motion timing was reviewed.",
      "rank": 39,
      "title": "Introducing ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=6l7ble9P74o",
      "publication_date": "2026-09-08",
      "duration_seconds": 58,
      "upload_type": "Video",
      "frames": [
        {
          "time": 9.676333,
          "requested_time": 9.68,
          "label": "Make the first idea visible",
          "caption": "An aquarium design is shown with small editing prompts.",
          "image": "/videos/storytelling/latest-100/media/6l7ble9P74o/0009676.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6l7ble9P74o&t=9s"
        },
        {
          "time": 26.5265,
          "requested_time": 26.53,
          "label": "Connect a sketch to an object",
          "caption": "A drawn form and a candle-holder request precede a physical candle scene.",
          "image": "/videos/storytelling/latest-100/media/6l7ble9P74o/0026526.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6l7ble9P74o&t=26s"
        },
        {
          "time": 53.053,
          "requested_time": 53.05,
          "label": "Return to the opening world",
          "caption": "The aquarium appears again beneath the closing message.",
          "image": "/videos/storytelling/latest-100/media/6l7ble9P74o/0053053.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6l7ble9P74o&t=53s"
        }
      ]
    },
    {
      "id": "QDLlQ5IL2Bk",
      "short_title": "Organize creative breadth around one practitioner",
      "category": "human",
      "pattern": "Practitioner introduction → families of artifacts → comparisons → exploratory tool → conversation",
      "question": "What holds a varied creative showcase together?",
      "reading": "The interview supplies a consistent person while screen examples move through graphic symbols, event-page imagery, photographic treatments and a font tool. Small inset views keep the practitioner attached to the artifacts. The film’s breadth comes from several forms of exploration within one account, not from one task completed start to finish.",
      "beats": [
        [
          18.85,
          "Introduce the first artifact family",
          "A grid of graphic symbols fills the screen with the practitioner inset."
        ],
        [
          62.73,
          "Move into a coherent design example",
          "An event page and meal image appear within the ongoing conversation."
        ],
        [
          87.84,
          "Make variation inspectable",
          "A grid compares different treatments of the same landscape photograph."
        ],
        [
          119.2,
          "Show an exploratory interface",
          "A large letter and parameter controls appear before the closing conversation."
        ]
      ],
      "takeaway": "When showing creative range, group examples into recognizable families and keep the practitioner connected to the work.",
      "caution": "The examples do not establish prompting history, originality, representative quality or the exact behavior of every control. Captions were unavailable.",
      "rank": 40,
      "title": "GPT-6 Astra with Tom Krcha",
      "source_url": "https://www.youtube.com/watch?v=QDLlQ5IL2Bk",
      "publication_date": "2026-09-07",
      "duration_seconds": 151,
      "upload_type": "Video",
      "frames": [
        {
          "time": 18.852167,
          "requested_time": 18.85,
          "label": "Introduce the first artifact family",
          "caption": "A grid of graphic symbols fills the screen with the practitioner inset.",
          "image": "/videos/storytelling/latest-100/media/QDLlQ5IL2Bk/0018852.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=QDLlQ5IL2Bk&t=18s"
        },
        {
          "time": 62.729333,
          "requested_time": 62.73,
          "label": "Move into a coherent design example",
          "caption": "An event page and meal image appear within the ongoing conversation.",
          "image": "/videos/storytelling/latest-100/media/QDLlQ5IL2Bk/0062729.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=QDLlQ5IL2Bk&t=62s"
        },
        {
          "time": 119.202417,
          "requested_time": 119.2,
          "label": "Show an exploratory interface",
          "caption": "A large letter and parameter controls appear before the closing conversation.",
          "image": "/videos/storytelling/latest-100/media/QDLlQ5IL2Bk/0119202.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=QDLlQ5IL2Bk&t=119s"
        }
      ]
    },
    {
      "id": "J2nV3d_A1f0",
      "short_title": "Show the puzzle material beside the person making the claim",
      "category": "human",
      "pattern": "Puzzle claim → source material → comparison page → work account → speaker",
      "question": "How much can a short puzzle story make inspectable?",
      "reading": "The interview is interrupted by a laptop view of a small image grid, a page containing colorful puzzle material and a later work page. The split layout keeps the speaker present while supplying references for the account. It offers more context than testimony alone, but it does not show the complete solution process.",
      "beats": [
        [
          2.67,
          "State the claim",
          "A headline about a DEF CON puzzle appears above the speaker."
        ],
        [
          21.15,
          "Show the problem material",
          "A laptop image grid appears over the conversation."
        ],
        [
          37,
          "Introduce a comparison reference",
          "A page with colorful puzzle imagery fills the upper section of a split view."
        ],
        [
          52.84,
          "Show a later work artifact",
          "A puzzle-related page remains above the interview before the speaker returns full-frame."
        ]
      ],
      "takeaway": "For an achievement story, expose the problem and a result artifact. Keep the claim attributed when the complete reasoning cannot fit in the clip.",
      "caution": "The complete puzzle, solution and correctness were not reviewed. The title’s success claim remains the source’s account, not an independently reproduced result.",
      "rank": 41,
      "title": "GPT-6 Astra cracked a DEF CON puzzle",
      "source_url": "https://www.youtube.com/watch?v=J2nV3d_A1f0",
      "publication_date": "2026-09-06",
      "duration_seconds": 63,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 2.669333,
          "requested_time": 2.67,
          "label": "State the claim",
          "caption": "A headline about a DEF CON puzzle appears above the speaker.",
          "image": "/videos/storytelling/latest-100/media/J2nV3d_A1f0/0002669.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=J2nV3d_A1f0&t=2s"
        },
        {
          "time": 21.146125,
          "requested_time": 21.15,
          "label": "Show the problem material",
          "caption": "A laptop image grid appears over the conversation.",
          "image": "/videos/storytelling/latest-100/media/J2nV3d_A1f0/0021146.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=J2nV3d_A1f0&t=21s"
        },
        {
          "time": 52.844458,
          "requested_time": 52.84,
          "label": "Show a later work artifact",
          "caption": "A puzzle-related page remains above the interview before the speaker returns full-frame.",
          "image": "/videos/storytelling/latest-100/media/J2nV3d_A1f0/0052844.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=J2nV3d_A1f0&t=52s"
        }
      ]
    },
    {
      "id": "A4BUbpKdenc",
      "short_title": "Let a demanding user choose the test",
      "category": "human",
      "pattern": "Personal standard → visible test → broader comparison",
      "question": "What does improvement look like to someone who deliberately pushes the tool?",
      "reading": "A historical-London scene gives the interview an inspectable centerpiece. The conversation then broadens from this visible test to communication and reliability, ending on the user's changing practical constraints.",
      "beats": [
        [
          13.26,
          "Explain the choice of test",
          "Peter Gostev describes looking for a difficult task in the captions, while the interviewer remains partly visible in the foreground."
        ],
        [
          39.71,
          "Show a world the audience can inspect",
          "A voxel London scene fills the screen with the speaker inset; later samples change historical era, viewpoint and scale."
        ],
        [
          99.22,
          "Broaden beyond the visible example",
          "The interview resumes for a captioned comparison of interaction style and an account of work on an existing codebase."
        ],
        [
          145.37,
          "End with a changed constraint",
          "The two-person conversation continues while captions describe moving work to a separate computer and a perceived reduction in supervision."
        ]
      ],
      "takeaway": "Let the user explain why an example is difficult before showing it. Separate visible output from their account of changes you cannot show.",
      "caution": "The film does not provide the full build history or an independent reliability measurement; several later claims are interview testimony.",
      "rank": 42,
      "title": "GPT-6 Astra with Peter Gostev",
      "source_url": "https://www.youtube.com/watch?v=A4BUbpKdenc",
      "publication_date": "2026-09-06",
      "duration_seconds": 159,
      "upload_type": "Video",
      "frames": [
        {
          "time": 13.26325,
          "requested_time": 13.26,
          "label": "Explain the choice of test",
          "caption": "Peter Gostev describes looking for a difficult task in the captions, while the interviewer remains partly visible in the foreground.",
          "image": "/videos/storytelling/latest-100/media/A4BUbpKdenc/0013263.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A4BUbpKdenc&t=13s"
        },
        {
          "time": 39.706333,
          "requested_time": 39.71,
          "label": "Show a world the audience can inspect",
          "caption": "A voxel London scene fills the screen with the speaker inset; later samples change historical era, viewpoint and scale.",
          "image": "/videos/storytelling/latest-100/media/A4BUbpKdenc/0039706.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A4BUbpKdenc&t=39s"
        },
        {
          "time": 145.520375,
          "requested_time": 145.37,
          "label": "End with a changed constraint",
          "caption": "The two-person conversation continues while captions describe moving work to a separate computer and a perceived reduction in supervision.",
          "image": "/videos/storytelling/latest-100/media/A4BUbpKdenc/0145520.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=A4BUbpKdenc&t=145s"
        }
      ],
      "language": {
        "id": "A4BUbpKdenc",
        "mode": "business",
        "title": "Let candid constraints qualify a strong opinion",
        "reading": "The speaker describes demanding tests, admits problems in his own code and reports a personal reliability improvement. The conversation ends with a remaining compute constraint, keeping the account situated in actual work.",
        "passages": [
          {
            "start": 12.8,
            "end": 25.9,
            "note": "The speaker explains why he chooses difficult evaluation tasks."
          },
          {
            "start": 99.7,
            "end": 152.7,
            "note": "A candid account of the existing code precedes praise, then a practical bottleneck."
          }
        ],
        "limit": "Descriptions of the model's communication style are the speaker's judgments about the model, not a listening analysis of the film's vocal delivery."
      }
    },
    {
      "id": "B-jjnydci50",
      "short_title": "Make an investigation visible without declaring victory",
      "category": "human",
      "pattern": "Conversation → puzzle material → research trace",
      "question": "What can an exploratory task show before there is a clean success story?",
      "reading": "The interview moves between a puzzle's visual material and an extensive research interface. Branches, counters and notes give the viewer something more specific than a reaction, while the final returns to the research surface keep the work itself in view.",
      "beats": [
        [
          5.91,
          "Introduce a particular tester",
          "Ben Davis is identified in the seated conversation, with a shared laptop between the speakers."
        ],
        [
          41.39,
          "Show the problem material",
          "A grid of colored cubes and a puzzle page appear with the speaker inset."
        ],
        [
          86.72,
          "Expose the investigation",
          "A puzzle-research page shows branches and written notes; later previews revisit that interface near the end."
        ]
      ],
      "takeaway": "For exploratory work, show the question and the research trace. An honest account of the investigation can be more useful than forcing every example into a solved-problem ending.",
      "caution": "No captions were reviewed, and the visible counters and notes do not establish that the puzzle was solved. Times come from approximate preview positions.",
      "rank": 43,
      "title": "GPT-6 Astra with Ben Davis",
      "source_url": "https://www.youtube.com/watch?v=B-jjnydci50",
      "publication_date": "2026-09-04",
      "duration_seconds": 136,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.91304347826087,
          "requested_time": 5.91,
          "label": "Introduce a particular tester",
          "caption": "Ben Davis is identified in the seated conversation, with a shared laptop between the speakers.",
          "image": "/videos/storytelling/latest-100/media/B-jjnydci50/0005913.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=B-jjnydci50&t=5s"
        },
        {
          "time": 41.391304347826086,
          "requested_time": 41.39,
          "label": "Show the problem material",
          "caption": "A grid of colored cubes and a puzzle page appear with the speaker inset.",
          "image": "/videos/storytelling/latest-100/media/B-jjnydci50/0041391.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=B-jjnydci50&t=41s"
        },
        {
          "time": 86.72463768115942,
          "requested_time": 86.72,
          "label": "Expose the investigation",
          "caption": "A puzzle-research page shows branches and written notes; later previews revisit that interface near the end.",
          "image": "/videos/storytelling/latest-100/media/B-jjnydci50/0086725.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=B-jjnydci50&t=86s"
        }
      ]
    },
    {
      "id": "bOC3DisEOfg",
      "short_title": "Connect a model overview to visible transformations",
      "category": "explanation",
      "pattern": "Capability headings → output examples → code-level mechanism",
      "question": "How can a developer overview move between what a model does and how a developer uses it?",
      "reading": "The presenter anchors a sequence that alternates creative output with implementation fragments. The later code views make the overview feel connected to developer work, while the explicit speed-up label sets a useful boundary around one demonstration.",
      "beats": [
        [
          35.48,
          "Name a capability",
          "A computer-use label appears with the presenter before the screen demonstration."
        ],
        [
          78.83,
          "Show the transformation and its compression",
          "An illustration of the presenter's setting is edited in a graphics application, with a visible playback-speed disclosure."
        ],
        [
          114.31,
          "Broaden the output",
          "A detailed garden scene follows an earlier interactive-looking dark interface, with the presenter inset."
        ],
        [
          175.41,
          "Bring the claim back to implementation",
          "Code and terminal-style views accompany a scene-editing request before the presenter closes."
        ]
      ],
      "takeaway": "Pair a capability heading with a visible example, then reveal a small implementation detail. State substantial time compression where the audience sees it.",
      "caution": "The film explicitly accelerates part of the example. Preview frames and an unavailable caption track cannot establish native latency or technical correctness.",
      "rank": 44,
      "title": "Introducing GPT-6 Astra for developers",
      "source_url": "https://www.youtube.com/watch?v=bOC3DisEOfg",
      "publication_date": "2026-09-04",
      "duration_seconds": 203,
      "upload_type": "Video",
      "frames": [
        {
          "time": 35.4757281553398,
          "requested_time": 35.48,
          "label": "Name a capability",
          "caption": "A computer-use label appears with the presenter before the screen demonstration.",
          "image": "/videos/storytelling/latest-100/media/bOC3DisEOfg/0035476.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bOC3DisEOfg&t=35s"
        },
        {
          "time": 78.83495145631068,
          "requested_time": 78.83,
          "label": "Show the transformation and its compression",
          "caption": "An illustration of the presenter's setting is edited in a graphics application, with a visible playback-speed disclosure.",
          "image": "/videos/storytelling/latest-100/media/bOC3DisEOfg/0078835.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bOC3DisEOfg&t=78s"
        },
        {
          "time": 175.40776699029124,
          "requested_time": 175.41,
          "label": "Bring the claim back to implementation",
          "caption": "Code and terminal-style views accompany a scene-editing request before the presenter closes.",
          "image": "/videos/storytelling/latest-100/media/bOC3DisEOfg/0175408.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bOC3DisEOfg&t=175s"
        }
      ]
    },
    {
      "id": "5iu0nY9lIy8",
      "short_title": "A visible ad becomes an analytical question",
      "category": "workflow",
      "pattern": "Customer view → performance comparison → recommendations",
      "question": "What should the team change after seeing how several ads performed?",
      "reading": "The long opening gives the ad a customer-facing context before the film switches to performance analysis. The ending is a set of recommendations, so the story resolves at a decision rather than a newly produced creative asset.",
      "beats": [
        [
          27.47,
          "Show the ad in context",
          "A headphone ad appears beneath a consumer-facing conversation, with a small presenter panel nearby."
        ],
        [
          86.33,
          "Change perspective",
          "A dark analysis view compares several ad variants using a table of performance metrics."
        ],
        [
          119.68,
          "Turn comparison into a plan",
          "A response offers three recommendations after a follow-up asks how to improve performance; this recommendation view remains through the late samples."
        ]
      ],
      "takeaway": "Show the object as its audience sees it before examining internal metrics. Make clear whether the payoff is a recommendation, a revised asset or a measured result.",
      "caution": "The sequence does not show the recommended revisions being deployed or producing better outcomes. Preview timing is approximate and captions were unavailable.",
      "rank": 45,
      "title": "Use ChatGPT Work to analyze ad performance and refine creative",
      "source_url": "https://www.youtube.com/watch?v=5iu0nY9lIy8",
      "publication_date": "2026-09-04",
      "duration_seconds": 155,
      "upload_type": "Video",
      "frames": [
        {
          "time": 27.468354430379748,
          "requested_time": 27.47,
          "label": "Show the ad in context",
          "caption": "A headphone ad appears beneath a consumer-facing conversation, with a small presenter panel nearby.",
          "image": "/videos/storytelling/latest-100/media/5iu0nY9lIy8/0027468.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5iu0nY9lIy8&t=27s"
        },
        {
          "time": 86.32911392405063,
          "requested_time": 86.33,
          "label": "Change perspective",
          "caption": "A dark analysis view compares several ad variants using a table of performance metrics.",
          "image": "/videos/storytelling/latest-100/media/5iu0nY9lIy8/0086329.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5iu0nY9lIy8&t=86s"
        },
        {
          "time": 119.68354430379748,
          "requested_time": 119.68,
          "label": "Turn comparison into a plan",
          "caption": "A response offers three recommendations after a follow-up asks how to improve performance; this recommendation view remains through the late samples.",
          "image": "/videos/storytelling/latest-100/media/5iu0nY9lIy8/0119684.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5iu0nY9lIy8&t=119s"
        }
      ]
    },
    {
      "id": "D-QteDHdHes",
      "short_title": "A sketch becomes a tool for making more work",
      "category": "workflow",
      "pattern": "Finished example → specification → tool → variations → site",
      "question": "What is the difference between generating one design and building a way to explore designs?",
      "reading": "The same headphone product moves through sketches, a design interface, variations and a storefront-like page. That continuity lets the film present a creative tool as an intermediate artifact with a purpose of its own.",
      "beats": [
        [
          35.36,
          "Specify the tool",
          "A detailed request refers to brand materials and controls for manipulating a headphone visual."
        ],
        [
          64.84,
          "Expose the intended structure",
          "A hand-drawn interface sketch is shown between examples of the product-rendering workspace."
        ],
        [
          100.2,
          "Show variation at useful scale",
          "A grid of headphone treatments follows views of editing controls and changed product colors."
        ],
        [
          135.56,
          "Put the material into another surface",
          "A product page includes color choices and a large headphone image before the final branded layout."
        ]
      ],
      "takeaway": "When showing a tool-building feature, include both the tool and something made with it. Keep the same product visible so the extra layer remains understandable.",
      "caution": "The previews do not validate every control or establish a live commerce implementation. No captions were available to this pass.",
      "rank": 46,
      "title": "Use ChatGPT Work to build custom creative tools",
      "source_url": "https://www.youtube.com/watch?v=D-QteDHdHes",
      "publication_date": "2026-09-04",
      "duration_seconds": 167,
      "upload_type": "Video",
      "frames": [
        {
          "time": 35.36470588235294,
          "requested_time": 35.36,
          "label": "Specify the tool",
          "caption": "A detailed request refers to brand materials and controls for manipulating a headphone visual.",
          "image": "/videos/storytelling/latest-100/media/D-QteDHdHes/0035365.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=D-QteDHdHes&t=35s"
        },
        {
          "time": 64.83529411764705,
          "requested_time": 64.84,
          "label": "Expose the intended structure",
          "caption": "A hand-drawn interface sketch is shown between examples of the product-rendering workspace.",
          "image": "/videos/storytelling/latest-100/media/D-QteDHdHes/0064835.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=D-QteDHdHes&t=64s"
        },
        {
          "time": 135.56470588235294,
          "requested_time": 135.56,
          "label": "Put the material into another surface",
          "caption": "A product page includes color choices and a large headphone image before the final branded layout.",
          "image": "/videos/storytelling/latest-100/media/D-QteDHdHes/0135565.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=D-QteDHdHes&t=135s"
        }
      ]
    },
    {
      "id": "Ez-anO32D_s",
      "short_title": "Bring an image concept back to its place",
      "category": "workflow",
      "pattern": "Location → isolate the surface → explore → return to context",
      "question": "How will the idea read where people would encounter it?",
      "reading": "The building serves as a stable reference while the billboard concept changes. Returning to the street view gives the image-generation process a spatial payoff that a grid of isolated outputs would not provide.",
      "beats": [
        [
          37.08,
          "Establish the actual surface",
          "A street view shows a building with a large blank billboard area after an opening montage labeled as reimagined imagery."
        ],
        [
          56.6,
          "Prepare the object for editing",
          "The conversation displays a straighter, cropped view of the billboard wall."
        ],
        [
          81.97,
          "Compare alternatives",
          "Several subway-themed billboard variants appear after earlier circular-window concepts."
        ],
        [
          103.44,
          "Return the concept to its setting",
          "The building is shown again with the selected visual treatment in place, before the brand ending."
        ]
      ],
      "takeaway": "For a visual concept, establish the real setting, explore the change, then show the proposal back in that setting at a comparable scale.",
      "caution": "The film labels the imagery as reimagined. These views are concepts, not evidence of a physically installed campaign; preview times are approximate.",
      "rank": 47,
      "title": "Use ChatGPT Images to explore campaign concepts",
      "source_url": "https://www.youtube.com/watch?v=Ez-anO32D_s",
      "publication_date": "2026-09-04",
      "duration_seconds": 121,
      "upload_type": "Video",
      "frames": [
        {
          "time": 37.08064516129033,
          "requested_time": 37.08,
          "label": "Establish the actual surface",
          "caption": "A street view shows a building with a large blank billboard area after an opening montage labeled as reimagined imagery.",
          "image": "/videos/storytelling/latest-100/media/Ez-anO32D_s/0037081.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ez-anO32D_s&t=37s"
        },
        {
          "time": 56.59677419354839,
          "requested_time": 56.6,
          "label": "Prepare the object for editing",
          "caption": "The conversation displays a straighter, cropped view of the billboard wall.",
          "image": "/videos/storytelling/latest-100/media/Ez-anO32D_s/0056597.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ez-anO32D_s&t=56s"
        },
        {
          "time": 103.43548387096774,
          "requested_time": 103.44,
          "label": "Return the concept to its setting",
          "caption": "The building is shown again with the selected visual treatment in place, before the brand ending.",
          "image": "/videos/storytelling/latest-100/media/Ez-anO32D_s/0103435.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ez-anO32D_s&t=103s"
        }
      ]
    },
    {
      "id": "N-MJ1W8Vj9E",
      "short_title": "Show the system behind a family of emails",
      "category": "workflow",
      "pattern": "Output family → source material → reusable system → output family",
      "question": "How do several campaign assets stay recognizably related?",
      "reading": "A group of finished email layouts opens and closes the demonstration. Between them, reference material, a campaign site and an email-building skill reveal the system behind the family resemblance.",
      "beats": [
        [
          13.84,
          "Show the family first",
          "Several tall email designs are arranged side by side before the film turns to source material."
        ],
        [
          57.32,
          "Expose reusable ingredients",
          "A campaign website organizes capabilities and use cases, following a planning spreadsheet."
        ],
        [
          122.54,
          "Make the method inspectable",
          "A saved email-building example lists several component skills before a prompt requests a set of campaign emails."
        ],
        [
          152.19,
          "Return to comparable outputs",
          "The email layouts reappear together, tying the result back to the opening view."
        ]
      ],
      "takeaway": "For repeatable creative work, bracket the explanation with a comparable set of outputs. Show which source material and rules keep the set coherent.",
      "caution": "The preview sequence does not demonstrate email delivery, audience response or the correctness of every layout; captions were unavailable.",
      "rank": 48,
      "title": "Use ChatGPT Work to create campaign emails",
      "source_url": "https://www.youtube.com/watch?v=N-MJ1W8Vj9E",
      "publication_date": "2026-09-04",
      "duration_seconds": 168,
      "upload_type": "Video",
      "frames": [
        {
          "time": 13.83529411764706,
          "requested_time": 13.84,
          "label": "Show the family first",
          "caption": "Several tall email designs are arranged side by side before the film turns to source material.",
          "image": "/videos/storytelling/latest-100/media/N-MJ1W8Vj9E/0013835.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=N-MJ1W8Vj9E&t=13s"
        },
        {
          "time": 57.31764705882353,
          "requested_time": 57.32,
          "label": "Expose reusable ingredients",
          "caption": "A campaign website organizes capabilities and use cases, following a planning spreadsheet.",
          "image": "/videos/storytelling/latest-100/media/N-MJ1W8Vj9E/0057318.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=N-MJ1W8Vj9E&t=57s"
        },
        {
          "time": 152.18823529411765,
          "requested_time": 152.19,
          "label": "Return to comparable outputs",
          "caption": "The email layouts reappear together, tying the result back to the opening view.",
          "image": "/videos/storytelling/latest-100/media/N-MJ1W8Vj9E/0152188.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=N-MJ1W8Vj9E&t=152s"
        }
      ]
    },
    {
      "id": "HHt8CPJRviA",
      "short_title": "Make critique a visible intermediate result",
      "category": "workflow",
      "pattern": "Brief → explicit review criteria → critique → proposed revision",
      "question": "What does it look like to test a campaign idea before producing more assets?",
      "reading": "The source brief remains the reference point while the film constructs a review approach and applies it. The payoff is a more explicit set of objections and revisions, giving critique a place in the production story.",
      "beats": [
        [
          25.48,
          "Expose the brief's structure",
          "A messaging document shows separate audience tables before the work moves into a conversation."
        ],
        [
          56.84,
          "Define how to judge it",
          "A long prompt specifies a customer-messaging review with multiple buyer perspectives."
        ],
        [
          94.08,
          "Show the critique",
          "The result contains a buyer-discussion section and a scorecard, followed by suggested messages and calls to action."
        ],
        [
          119.56,
          "Continue from the critique",
          "A further request appears beneath the proposed revisions, retaining the same campaign context."
        ]
      ],
      "takeaway": "Show the criteria before the critique so viewers can understand why a proposed change follows. Make review part of the workflow, not an unseen quality claim.",
      "caution": "Generated buyer perspectives are not actual customer research. Preview frames do not establish that the recommended messaging performs better.",
      "rank": 49,
      "title": "Use ChatGPT Work to pressure-test marketing campaign briefs",
      "source_url": "https://www.youtube.com/watch?v=HHt8CPJRviA",
      "publication_date": "2026-09-04",
      "duration_seconds": 147,
      "upload_type": "Video",
      "frames": [
        {
          "time": 25.48,
          "requested_time": 25.48,
          "label": "Expose the brief's structure",
          "caption": "A messaging document shows separate audience tables before the work moves into a conversation.",
          "image": "/videos/storytelling/latest-100/media/HHt8CPJRviA/0025480.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=HHt8CPJRviA&t=25s"
        },
        {
          "time": 56.839999999999996,
          "requested_time": 56.84,
          "label": "Define how to judge it",
          "caption": "A long prompt specifies a customer-messaging review with multiple buyer perspectives.",
          "image": "/videos/storytelling/latest-100/media/HHt8CPJRviA/0056840.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=HHt8CPJRviA&t=56s"
        },
        {
          "time": 119.56,
          "requested_time": 119.56,
          "label": "Continue from the critique",
          "caption": "A further request appears beneath the proposed revisions, retaining the same campaign context.",
          "image": "/videos/storytelling/latest-100/media/HHt8CPJRviA/0119560.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=HHt8CPJRviA&t=119s"
        }
      ]
    },
    {
      "id": "NSqlZ1L81nQ",
      "short_title": "An overview that maps the territory",
      "category": "explanation",
      "pattern": "Shared premise → capability map → professional framing",
      "question": "What should the audience expect from a broader series of marketing demonstrations?",
      "reading": "The three-person discussion and overview slides frame a set of capabilities rather than complete one campaign task. The late return to professional fundamentals positions the product as part of an existing practice.",
      "beats": [
        [
          19.62,
          "State the broad premise",
          "A slide pairs ideas and intentions with action-oriented counterparts after the opening group discussion."
        ],
        [
          60.82,
          "Show the available connections",
          "The interface displays a plugin directory between presenter views."
        ],
        [
          86.33,
          "Map the possible outputs",
          "A slide arranges examples of voice, sites, tasks, apps and creative outputs in a grid."
        ],
        [
          119.68,
          "Return to the profession",
          "A large text slide emphasizes continuing marketing fundamentals before the presenters close."
        ]
      ],
      "takeaway": "Use a capability map to introduce a chapter, then follow it with a worked example elsewhere. Its job is orientation, so keep its claims at that scale.",
      "caution": "This overview is not a completed end-to-end campaign demonstration. The spoken discussion was not reconstructed without captions.",
      "rank": 50,
      "title": "Use ChatGPT Work to turn marketing ideas into finished work",
      "source_url": "https://www.youtube.com/watch?v=NSqlZ1L81nQ",
      "publication_date": "2026-09-04",
      "duration_seconds": 155,
      "upload_type": "Video",
      "frames": [
        {
          "time": 19.620253164556964,
          "requested_time": 19.62,
          "label": "State the broad premise",
          "caption": "A slide pairs ideas and intentions with action-oriented counterparts after the opening group discussion.",
          "image": "/videos/storytelling/latest-100/media/NSqlZ1L81nQ/0019620.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=NSqlZ1L81nQ&t=19s"
        },
        {
          "time": 60.822784810126585,
          "requested_time": 60.82,
          "label": "Show the available connections",
          "caption": "The interface displays a plugin directory between presenter views.",
          "image": "/videos/storytelling/latest-100/media/NSqlZ1L81nQ/0060823.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=NSqlZ1L81nQ&t=60s"
        },
        {
          "time": 119.68354430379748,
          "requested_time": 119.68,
          "label": "Return to the profession",
          "caption": "A large text slide emphasizes continuing marketing fundamentals before the presenters close.",
          "image": "/videos/storytelling/latest-100/media/NSqlZ1L81nQ/0119684.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=NSqlZ1L81nQ&t=119s"
        }
      ]
    },
    {
      "id": "-TTyyY3VWh8",
      "short_title": "Three makers, three kinds of artifact",
      "category": "human",
      "pattern": "Introductions → contrasting projects → conversation",
      "question": "How can one model launch accommodate different definitions of an impressive result?",
      "reading": "The compilation alternates seated conversations with three visibly different projects: a historical city, designed websites and a puzzle investigation. The diversity of artifacts supplies the organizing idea even without relying on a single extended demonstration.",
      "beats": [
        [
          18.39,
          "Show a spatial example",
          "A historical-city interface includes a timeline of eras; surrounding samples pair the scene with a conversation at a laptop."
        ],
        [
          61.19,
          "Change the standard of success",
          "A designed matcha website appears with its creator inset, followed by another visually distinct page and a gallery."
        ],
        [
          104.02,
          "Add an investigative example",
          "Cube images and a puzzle page replace the design work; later samples show a research interface before returning to the interviews."
        ]
      ],
      "takeaway": "For a compilation, choose examples whose outputs look and function differently. Their contrast can explain breadth more clearly than several similar screens.",
      "caution": "The caption track was unavailable in this pass. This reading concerns the visible arrangement of projects, not the details of the spoken performance claims.",
      "rank": 51,
      "title": "First impressions of GPT-6 Astra from developers",
      "source_url": "https://www.youtube.com/watch?v=-TTyyY3VWh8",
      "publication_date": "2026-09-03",
      "duration_seconds": 147,
      "upload_type": "Video",
      "frames": [
        {
          "time": 18.393375,
          "requested_time": 18.39,
          "label": "Show a spatial example",
          "caption": "A historical-city interface includes a timeline of eras; surrounding samples pair the scene with a conversation at a laptop.",
          "image": "/videos/storytelling/latest-100/media/-TTyyY3VWh8/0018393.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-TTyyY3VWh8&t=18s"
        },
        {
          "time": 61.186125,
          "requested_time": 61.19,
          "label": "Change the standard of success",
          "caption": "A designed matcha website appears with its creator inset, followed by another visually distinct page and a gallery.",
          "image": "/videos/storytelling/latest-100/media/-TTyyY3VWh8/0061186.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-TTyyY3VWh8&t=61s"
        },
        {
          "time": 104.020583,
          "requested_time": 104.02,
          "label": "Add an investigative example",
          "caption": "Cube images and a puzzle page replace the design work; later samples show a research interface before returning to the interviews.",
          "image": "/videos/storytelling/latest-100/media/-TTyyY3VWh8/0104021.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-TTyyY3VWh8&t=104s"
        }
      ]
    },
    {
      "id": "1QNsdr-Qx_I",
      "short_title": "Bring the work into the room",
      "category": "launch",
      "pattern": "Physical scene → projected possibilities → people at work → visual echo",
      "question": "How can a model launch make abstract capability feel physically present?",
      "reading": "Projected interfaces make the work share space with its users. Different people and applications expand the promise, while a rocket motif returns at the end as a physical-looking object, giving the montage a visual rhyme.",
      "beats": [
        [
          13.75,
          "Establish the spatial device",
          "A seated person faces a large projected work surface in a dim room."
        ],
        [
          41.24,
          "Name the product",
          "A large Astra title interrupts the room sequence after a simple rocket graphic has appeared on the wall."
        ],
        [
          90.34,
          "Put people inside the scale of their work",
          "A person stands in front of a projected slide editor; other passages alternate faces, code and creative interfaces."
        ],
        [
          153.18,
          "Return to the motif",
          "A rocket-shaped object occupies the foreground near the closing brand and desktop-app call to action."
        ]
      ],
      "takeaway": "A recurring object or spatial device can hold a broad launch montage together. For the all-hands, use an original motif that belongs to your own story.",
      "caution": "The staged scenes and title's model-quality claims are promotional. This sampled visual reading does not validate comparative intelligence or alignment claims.",
      "rank": 52,
      "title": "Introducing GPT-6 Astra: the most intelligent and aligned model in the world.",
      "source_url": "https://www.youtube.com/watch?v=1QNsdr-Qx_I",
      "publication_date": "2026-09-03",
      "duration_seconds": 163,
      "upload_type": "Video",
      "frames": [
        {
          "time": 13.746987951807231,
          "requested_time": 13.75,
          "label": "Establish the spatial device",
          "caption": "A seated person faces a large projected work surface in a dim room.",
          "image": "/videos/storytelling/latest-100/media/1QNsdr-Qx_I/0013747.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=1QNsdr-Qx_I&t=13s"
        },
        {
          "time": 90.33734939759037,
          "requested_time": 90.34,
          "label": "Put people inside the scale of their work",
          "caption": "A person stands in front of a projected slide editor; other passages alternate faces, code and creative interfaces.",
          "image": "/videos/storytelling/latest-100/media/1QNsdr-Qx_I/0090337.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=1QNsdr-Qx_I&t=90s"
        },
        {
          "time": 153.1807228915663,
          "requested_time": 153.18,
          "label": "Return to the motif",
          "caption": "A rocket-shaped object occupies the foreground near the closing brand and desktop-app call to action.",
          "image": "/videos/storytelling/latest-100/media/1QNsdr-Qx_I/0153181.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=1QNsdr-Qx_I&t=153s"
        }
      ]
    },
    {
      "id": "yfnh8SuMbNw",
      "short_title": "Carry the same work from phone to desktop",
      "category": "workflow",
      "pattern": "Mobile request → useful answer → connection → continuity",
      "question": "What makes a phone interaction feel like part of the same work session?",
      "reading": "The film moves from a presenter to enlarged phone interactions, then makes the desktop connection visible. Showing both device views together gives the ending a continuity claim that an isolated mobile demo would lack.",
      "beats": [
        [
          20,
          "Make the mobile input visible",
          "A phone composer with a voice waveform appears beside a small presenter window."
        ],
        [
          64,
          "Stay with the returned work",
          "The phone displays an extended answer about spending categories and a notable charge, followed by a presenter cutaway."
        ],
        [
          94,
          "Show the handoff",
          "Phone and desktop conversation views are shown together after a QR-code connection screen; a connections panel follows before the presenter closes."
        ]
      ],
      "takeaway": "When demonstrating work across devices, retain enough of the same task on both screens for the viewer to recognize continuity.",
      "caution": "Only sampled visuals were available here. They show the presented device relationship, not uninterrupted synchronization or verified financial analysis.",
      "rank": 53,
      "title": "Use ChatGPT Work on Your Phone",
      "source_url": "https://www.youtube.com/watch?v=yfnh8SuMbNw",
      "publication_date": "2026-08-28",
      "duration_seconds": 115,
      "upload_type": "Video",
      "frames": [
        {
          "time": 20.0,
          "requested_time": 20,
          "label": "Make the mobile input visible",
          "caption": "A phone composer with a voice waveform appears beside a small presenter window.",
          "image": "/videos/storytelling/latest-100/media/yfnh8SuMbNw/0020000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yfnh8SuMbNw&t=20s"
        },
        {
          "time": 64.0,
          "requested_time": 64,
          "label": "Stay with the returned work",
          "caption": "The phone displays an extended answer about spending categories and a notable charge, followed by a presenter cutaway.",
          "image": "/videos/storytelling/latest-100/media/yfnh8SuMbNw/0064000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yfnh8SuMbNw&t=64s"
        },
        {
          "time": 94.0,
          "requested_time": 94,
          "label": "Show the handoff",
          "caption": "Phone and desktop conversation views are shown together after a QR-code connection screen; a connections panel follows before the presenter closes.",
          "image": "/videos/storytelling/latest-100/media/yfnh8SuMbNw/0094000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yfnh8SuMbNw&t=94s"
        }
      ]
    },
    {
      "id": "syML5KT-HzI",
      "short_title": "Let a meeting summary become the next format",
      "category": "workflow",
      "pattern": "Connect → create a document → transform → reuse",
      "question": "How can several output formats feel like successive uses of the same work?",
      "reading": "The tutorial keeps a weekly meeting as its subject while changing the output from a document to slides and then a reusable starting point. The repeated subject is what makes the multi-feature sequence coherent.",
      "beats": [
        [
          52,
          "Expose the connection",
          "A plugin directory shows the document-service connection before the main work prompt."
        ],
        [
          110,
          "Show a first usable artifact",
          "A meeting-summary document is open in its editor with an action-items table visible."
        ],
        [
          144,
          "Transform the same material",
          "The document and a leadership slide deck share the screen, carrying meeting decisions into a new format."
        ],
        [
          178,
          "Offer a repeatable starting point",
          "The later conversation and composer show a saved workflow being invoked before the presenter closes."
        ]
      ],
      "takeaway": "For a multi-format demo, choose a source document the audience can recognize each time. Make the reason for each format change explicit in the recording.",
      "caution": "The caption track was unavailable. The samples support the visible sequence of artifacts, not every spoken setup step or automation claim.",
      "rank": 54,
      "title": "Create Slides, Docs, and Templates",
      "source_url": "https://www.youtube.com/watch?v=syML5KT-HzI",
      "publication_date": "2026-08-28",
      "duration_seconds": 197,
      "upload_type": "Video",
      "frames": [
        {
          "time": 110.0,
          "requested_time": 110,
          "label": "Show a first usable artifact",
          "caption": "A meeting-summary document is open in its editor with an action-items table visible.",
          "image": "/videos/storytelling/latest-100/media/syML5KT-HzI/0110000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=syML5KT-HzI&t=110s"
        },
        {
          "time": 144.0,
          "requested_time": 144,
          "label": "Transform the same material",
          "caption": "The document and a leadership slide deck share the screen, carrying meeting decisions into a new format.",
          "image": "/videos/storytelling/latest-100/media/syML5KT-HzI/0144000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=syML5KT-HzI&t=144s"
        },
        {
          "time": 178.0,
          "requested_time": 178,
          "label": "Offer a repeatable starting point",
          "caption": "The later conversation and composer show a saved workflow being invoked before the presenter closes.",
          "image": "/videos/storytelling/latest-100/media/syML5KT-HzI/0178000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=syML5KT-HzI&t=178s"
        }
      ]
    },
    {
      "id": "DLcQSp_CIIc",
      "short_title": "Keep the work visible during a conversation",
      "category": "workflow",
      "pattern": "Presenter → persistent work surface → visual result",
      "question": "What gives a voice-oriented demo something concrete to look at?",
      "reading": "The voice orb stays over an existing task surface instead of replacing the work with an abstract voice screen. The later slide images change the visual reward while the same interaction motif remains present.",
      "beats": [
        [
          20,
          "Establish the work beside the control",
          "A task-list window sits over a repository page, with the voice orb and a presenter inset."
        ],
        [
          58,
          "Preserve the visual context",
          "Later samples retain the same task window and orb, with brief status text appearing in the conversation area."
        ],
        [
          86,
          "Show a richer result surface",
          "A presentation editor displays colorful concept slides with the orb still in view, followed by a return to the presenter."
        ]
      ],
      "takeaway": "When speech is the interaction, let the companion visuals keep the relevant work object on screen so viewers can judge changes.",
      "caution": "No caption or listening review was available. These samples cannot establish the spoken requests, turn-taking quality or response latency.",
      "rank": 55,
      "title": "Talk to ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=DLcQSp_CIIc",
      "publication_date": "2026-08-28",
      "duration_seconds": 111,
      "upload_type": "Video",
      "frames": [
        {
          "time": 20.0,
          "requested_time": 20,
          "label": "Establish the work beside the control",
          "caption": "A task-list window sits over a repository page, with the voice orb and a presenter inset.",
          "image": "/videos/storytelling/latest-100/media/DLcQSp_CIIc/0020000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DLcQSp_CIIc&t=20s"
        },
        {
          "time": 58.0,
          "requested_time": 58,
          "label": "Preserve the visual context",
          "caption": "Later samples retain the same task window and orb, with brief status text appearing in the conversation area.",
          "image": "/videos/storytelling/latest-100/media/DLcQSp_CIIc/0058000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DLcQSp_CIIc&t=58s"
        },
        {
          "time": 86.0,
          "requested_time": 86,
          "label": "Show a richer result surface",
          "caption": "A presentation editor displays colorful concept slides with the orb still in view, followed by a return to the presenter.",
          "image": "/videos/storytelling/latest-100/media/DLcQSp_CIIc/0086000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=DLcQSp_CIIc&t=86s"
        }
      ]
    },
    {
      "id": "981SivztzOc",
      "short_title": "Keep the existing desktop in the demonstration",
      "category": "workflow",
      "pattern": "Presenter → shared screen context → requested action → visible form",
      "question": "What shows that the assistant is working with the person's existing environment?",
      "reading": "Layered desktop windows, a captured page and later browser forms provide the thread. The film repeatedly returns to the presenter, using familiar desktop surfaces to make a broad computer-use capability concrete.",
      "beats": [
        [
          45.09,
          "Keep the environment visible",
          "The work interface is shown among several overlapping desktop windows rather than on an isolated blank stage."
        ],
        [
          70.58,
          "Carry screen context into the request",
          "A captured page appears in the conversation composer after the original browser page has been shown."
        ],
        [
          121.55,
          "Reach an action boundary",
          "A request-absence form is visible with a submit control, following a later work conversation, before the presenter closes."
        ]
      ],
      "takeaway": "For work across applications, retain visible context from the original window and show the destination where an action would take effect.",
      "caution": "Public preview sheets supplied this reading after media acquisition was unavailable. They do not show uninterrupted control or prove the form was submitted; captions were not reviewed.",
      "rank": 56,
      "title": "Use Your Computer and Browser",
      "source_url": "https://www.youtube.com/watch?v=981SivztzOc",
      "publication_date": "2026-08-28",
      "duration_seconds": 149,
      "upload_type": "Video",
      "frames": [
        {
          "time": 45.09210526315789,
          "requested_time": 45.09,
          "label": "Keep the environment visible",
          "caption": "The work interface is shown among several overlapping desktop windows rather than on an isolated blank stage.",
          "image": "/videos/storytelling/latest-100/media/981SivztzOc/0045092.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=981SivztzOc&t=45s"
        },
        {
          "time": 70.57894736842104,
          "requested_time": 70.58,
          "label": "Carry screen context into the request",
          "caption": "A captured page appears in the conversation composer after the original browser page has been shown.",
          "image": "/videos/storytelling/latest-100/media/981SivztzOc/0070579.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=981SivztzOc&t=70s"
        },
        {
          "time": 121.55263157894736,
          "requested_time": 121.55,
          "label": "Reach an action boundary",
          "caption": "A request-absence form is visible with a submit control, following a later work conversation, before the presenter closes.",
          "image": "/videos/storytelling/latest-100/media/981SivztzOc/0121553.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=981SivztzOc&t=121s"
        }
      ]
    },
    {
      "id": "urXc4xxixVU",
      "short_title": "Show the routine before its schedule",
      "category": "workflow",
      "pattern": "Connected sources → first briefing → recurrence",
      "question": "Why would a person want this task to run again?",
      "reading": "The schedule arrives after a recognizable calendar-and-email task and a generated briefing. That order gives recurrence a purpose; it is a way of receiving the same useful work again.",
      "beats": [
        [
          44,
          "Make the sources visible",
          "The presenter is inset over a plugin directory before the main task prompt."
        ],
        [
          66,
          "Show what the task produces",
          "A meeting briefing opens alongside the conversation, following a prompt involving upcoming meetings and relevant messages."
        ],
        [
          78,
          "Make the repeat explicit",
          "A scheduled-tasks interface appears, with a settings panel in subsequent samples, before further suggested prompts and the closing presenter."
        ]
      ],
      "takeaway": "Demonstrate one successful instance before explaining recurrence. Keep the schedule attached to a named result the audience already understands.",
      "caution": "The study did not observe later scheduled runs. No captions were available to confirm every setting or spoken qualification.",
      "rank": 57,
      "title": "Scheduled Tasks",
      "source_url": "https://www.youtube.com/watch?v=urXc4xxixVU",
      "publication_date": "2026-08-28",
      "duration_seconds": 130,
      "upload_type": "Video",
      "frames": [
        {
          "time": 44.0,
          "requested_time": 44,
          "label": "Make the sources visible",
          "caption": "The presenter is inset over a plugin directory before the main task prompt.",
          "image": "/videos/storytelling/latest-100/media/urXc4xxixVU/0044000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=urXc4xxixVU&t=44s"
        },
        {
          "time": 66.0,
          "requested_time": 66,
          "label": "Show what the task produces",
          "caption": "A meeting briefing opens alongside the conversation, following a prompt involving upcoming meetings and relevant messages.",
          "image": "/videos/storytelling/latest-100/media/urXc4xxixVU/0066000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=urXc4xxixVU&t=66s"
        },
        {
          "time": 78.0,
          "requested_time": 78,
          "label": "Make the repeat explicit",
          "caption": "A scheduled-tasks interface appears, with a settings panel in subsequent samples, before further suggested prompts and the closing presenter.",
          "image": "/videos/storytelling/latest-100/media/urXc4xxixVU/0078000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=urXc4xxixVU&t=78s"
        }
      ]
    },
    {
      "id": "5QPBVrAAdBk",
      "short_title": "From a busy calendar to a reusable meeting routine",
      "category": "workflow",
      "pattern": "Existing workload → connect → complete → save the method",
      "question": "How do connections and saved skills combine into a recognizable everyday job?",
      "reading": "A crowded calendar gives the setup a purpose. The film then stays with a client-meeting task through source access, an agenda and follow-up work before saving the method for reuse.",
      "beats": [
        [
          14,
          "Start with the existing workload",
          "A densely filled calendar appears beside the presenter inset."
        ],
        [
          58,
          "Expose the permission step",
          "An account-selection screen appears during the connection flow, before the conversation uses meeting context."
        ],
        [
          106,
          "Reach a concrete result",
          "The conversation shows an agenda and a scheduled-meeting confirmation with a calendar link, then a request to prepare a summary."
        ],
        [
          142,
          "Save the method",
          "A later response reports a saved skill following the meeting-related checklist, before the presenter returns."
        ]
      ],
      "takeaway": "Explain setup and reuse through one recurring job. Keep the permission step and the resulting artifact visible rather than treating them as incidental navigation.",
      "caution": "The sampled screens are not an audit of permissions, message delivery or future skill execution; the caption track was unavailable.",
      "rank": 58,
      "title": "Plugins & Skills",
      "source_url": "https://www.youtube.com/watch?v=5QPBVrAAdBk",
      "publication_date": "2026-08-28",
      "duration_seconds": 165,
      "upload_type": "Video",
      "frames": [
        {
          "time": 14.0,
          "requested_time": 14,
          "label": "Start with the existing workload",
          "caption": "A densely filled calendar appears beside the presenter inset.",
          "image": "/videos/storytelling/latest-100/media/5QPBVrAAdBk/0014000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5QPBVrAAdBk&t=14s"
        },
        {
          "time": 106.0,
          "requested_time": 106,
          "label": "Reach a concrete result",
          "caption": "The conversation shows an agenda and a scheduled-meeting confirmation with a calendar link, then a request to prepare a summary.",
          "image": "/videos/storytelling/latest-100/media/5QPBVrAAdBk/0106000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5QPBVrAAdBk&t=106s"
        },
        {
          "time": 142.0,
          "requested_time": 142,
          "label": "Save the method",
          "caption": "A later response reports a saved skill following the meeting-related checklist, before the presenter returns.",
          "image": "/videos/storytelling/latest-100/media/5QPBVrAAdBk/0142000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5QPBVrAAdBk&t=142s"
        }
      ]
    },
    {
      "id": "0qK3KqvtRrg",
      "short_title": "A useful site needs people who can use it",
      "category": "workflow",
      "pattern": "Shared situation → working artifact → access → second use",
      "question": "What turns a generated site into something a group can actually use?",
      "reading": "A group trip supplies a reason for the site to exist. The sequence then advances through working features, changes and sharing choices before extending the pattern to a work dashboard. Distribution is part of the story's completion.",
      "beats": [
        [
          38.04,
          "Reuse the group's context",
          "Trip reservations and a dictated request appear in the interface. The caption account asks to review the site before sharing."
        ],
        [
          74.03,
          "Make the site more than a poster",
          "An expenses view shows balances and participants after the trip-site preview; captions also describe votes and receipt uploads."
        ],
        [
          92.01,
          "Put access into the sequence",
          "A sharing request is visible, while the caption account distinguishes private, selected-person and public access."
        ],
        [
          124.04,
          "Transfer the pattern to work",
          "A launch-dashboard example and a refresh request follow, before the sites list brings the examples together."
        ]
      ],
      "takeaway": "Treat the audience and access state as part of the result. A generated object reaches its payoff when the right people can use it.",
      "caution": "The trip information is marked as demo material. The edited sequence does not independently test access enforcement or scheduled updates.",
      "rank": 59,
      "title": "Build a Shareable Site",
      "source_url": "https://www.youtube.com/watch?v=0qK3KqvtRrg",
      "publication_date": "2026-08-28",
      "duration_seconds": 141,
      "upload_type": "Video",
      "frames": [
        {
          "time": 38.038,
          "requested_time": 38.04,
          "label": "Reuse the group's context",
          "caption": "Trip reservations and a dictated request appear in the interface. The caption account asks to review the site before sharing.",
          "image": "/videos/storytelling/latest-100/media/0qK3KqvtRrg/0038038.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0qK3KqvtRrg&t=38s"
        },
        {
          "time": 74.032292,
          "requested_time": 74.03,
          "label": "Make the site more than a poster",
          "caption": "An expenses view shows balances and participants after the trip-site preview; captions also describe votes and receipt uploads.",
          "image": "/videos/storytelling/latest-100/media/0qK3KqvtRrg/0074032.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0qK3KqvtRrg&t=74s"
        },
        {
          "time": 92.008583,
          "requested_time": 92.01,
          "label": "Put access into the sequence",
          "caption": "A sharing request is visible, while the caption account distinguishes private, selected-person and public access.",
          "image": "/videos/storytelling/latest-100/media/0qK3KqvtRrg/0092009.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0qK3KqvtRrg&t=92s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/0qK3KqvtRrg/",
      "words_and_picture": {
        "thesis": "The tutorial gives an existing site a second request, then shows its revised expense view. Keeping the request and the artifact together makes user control part of the demonstration.",
        "argument": "An opening introduction promises a usable website and previews a trip site. The tutorial then returns to the presenter, explains the context and dictates a detailed building request over the actual composer. A site appears, followed by a second request about shared expenses and a revised expense view. Sharing is introduced as another decision, and a professional dashboard extends the use case to recurring work. The closing locates the sites and their links. The first preview and later trip example have different titles and designs: this is an edited tutorial organized by a use case, not one uninterrupted record of a single build.",
        "timeline": [
          {
            "start": 0,
            "end": 17.851,
            "speech": "The presenter introduces website building through a group-trip use case.",
            "picture": "An overhead arrival and laptop detail lead into the presenter, then a browser preview of a trip site and its itinerary.",
            "job": "Show the kind of destination before explaining how to request it."
          },
          {
            "start": 17.851,
            "end": 32.074,
            "speech": "The explanation identifies the app, available trip context and dictation as the input method.",
            "picture": "Frontal and three-quarter presenter views carry the setup.",
            "job": "Establish the starting conditions for the demonstration."
          },
          {
            "start": 32.074,
            "end": 50.467,
            "speech": "A detailed request specifies the trip site's information, activities, expenses and review before sharing.",
            "picture": "Trip details remain above a recording waveform; the dictated request later appears as composer text.",
            "job": "Make the request concrete while preserving its source context."
          },
          {
            "start": 50.467,
            "end": 64.648,
            "speech": "The explanation describes hosting, stored information and the ability to ask for changes without writing code.",
            "picture": "The view widens through a building state and a site preview, then returns to the presenter.",
            "job": "Connect the request to an emerging artifact and introduce iteration."
          },
          {
            "start": 64.648,
            "end": 79.037,
            "speech": "A second instruction asks for expense splitting, individual amounts and receipts; the narration describes the resulting shared activity.",
            "picture": "The existing expense page sits beside the recorded request, followed by a reframed view of the updated expense summary.",
            "job": "Make revision an observable part of the workflow."
          },
          {
            "start": 79.037,
            "end": 95.637,
            "speech": "The presenter explains private, selective and public sharing and asks for the trip group to receive access.",
            "picture": "The presenter gives way to a typed sharing request beside the site.",
            "job": "Treat distribution as a separate decision after creation."
          },
          {
            "start": 95.637,
            "end": 112.404,
            "speech": "A product-launch dashboard introduces a professional use case that combines metrics, team information and public feedback.",
            "picture": "Alternating presenter views explain the new purpose before the interface returns.",
            "job": "Broaden the application through another specific need."
          },
          {
            "start": 112.404,
            "end": 131.757,
            "speech": "A recurring-update request names sources and a schedule, followed by an explanation of finding sites and their links.",
            "picture": "The dashboard's composer records and displays the instruction, then the Sites list and sharing dialog appear.",
            "job": "Show how the artifact is requested, found and shared."
          },
          {
            "start": 131.757,
            "end": 140.521,
            "speech": "The closing joins group planning and an ongoing dashboard as two uses of the same capability.",
            "picture": "The presenter returns before the closing typography and mark.",
            "job": "Resolve the two examples into a concise product proposition."
          }
        ],
        "composition": [
          {
            "label": "Let the presenter establish the task",
            "text": "A frontal desk view and a closer three-quarter angle handle explanation and transitions between examples. When the demo matters, the software becomes the main image and the presenter remains in a small upper-right inset."
          },
          {
            "label": "Keep context above the composer",
            "text": "The first long dictated request holds a close software view with trip details above the input waveform. It is a sustained context-and-input composition, rather than a separate shot for every requested feature. The written prompt appears after dictation finishes."
          },
          {
            "label": "Give instruction and artifact neighboring space",
            "text": "During revision, the request occupies the left and the site occupies the right. The wider result view lets the audience connect the requested expense behavior to the visible summary. The small presenter inset briefly disappears around the change, leaving the interface as the focus."
          }
        ],
        "application": "Build a demo around an initial artifact, one meaningful revision and a result the audience can inspect. Hold the request's context during dictation, then give the changed output enough space and time. Verify the actual Poe behavior, including sharing or scheduled execution, whenever the recorded claim depends on it.",
        "limit": "The inspected images show a revision request, a changed expense page, a sharing request and a scheduling request. They do not establish recipient access, a future scheduled run, receipt-upload success, calculation correctness or real build latency. The source's presenter inset does not change the all-hands requirement for separate talking-head and presentation videos."
      },
      "language": {
        "id": "0qK3KqvtRrg",
        "mode": "demonstrate",
        "title": "Use a continuing personal task to connect instructions",
        "reading": "The speaker connects an existing trip plan to a new artifact, then gives requirements, asks for review and requests changes. A later work example broadens the use without abandoning task-oriented language.",
        "passages": [
          {
            "start": 11.8,
            "end": 46.3,
            "note": "The personal context leads into a concrete request and a review condition."
          },
          {
            "start": 61.7,
            "end": 95.6,
            "note": "Revision and sharing are expressed as choices and requests."
          }
        ],
        "limit": "Requested sharing and future updates are not proof of recipient access or a later scheduled execution. Keep request, preview and confirmed result separate."
      }
    },
    {
      "id": "Rk4VyQxDq5s",
      "short_title": "Give onboarding an ordinary destination",
      "category": "lesson",
      "pattern": "Orient → install → connect → complete a small task",
      "question": "What makes setup feel worth following?",
      "reading": "The long setup passage has a modest destination: finding information for a team dinner. The account-access screens and familiar email surface connect the abstract promise of working across tools to a job the viewer can recognize.",
      "beats": [
        [
          60,
          "Make entry concrete",
          "An installation window appears after the presenter and a web-interface view."
        ],
        [
          110,
          "Show the access decision",
          "A Google-account access screen follows the plugin directory."
        ],
        [
          162,
          "Return to a familiar work surface",
          "An email about a team dinner is visible after a prompt asking for reservation information and messages about attendance."
        ],
        [
          182,
          "Show what the setup enabled",
          "The conversation contains a prepared response about the dinner, before another prompt and the presenter's close."
        ]
      ],
      "takeaway": "Give an onboarding walkthrough a small, concrete destination. The first useful task should explain why each preceding setup step mattered.",
      "caution": "No captions were available. This reading does not confirm every permission, setup instruction or downstream action.",
      "rank": 60,
      "title": "Getting Started with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=Rk4VyQxDq5s",
      "publication_date": "2026-08-28",
      "duration_seconds": 233,
      "upload_type": "Video",
      "frames": [
        {
          "time": 60.0,
          "requested_time": 60,
          "label": "Make entry concrete",
          "caption": "An installation window appears after the presenter and a web-interface view.",
          "image": "/videos/storytelling/latest-100/media/Rk4VyQxDq5s/0060000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Rk4VyQxDq5s&t=60s"
        },
        {
          "time": 110.0,
          "requested_time": 110,
          "label": "Show the access decision",
          "caption": "A Google-account access screen follows the plugin directory.",
          "image": "/videos/storytelling/latest-100/media/Rk4VyQxDq5s/0110000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Rk4VyQxDq5s&t=110s"
        },
        {
          "time": 182.0,
          "requested_time": 182,
          "label": "Show what the setup enabled",
          "caption": "The conversation contains a prepared response about the dinner, before another prompt and the presenter's close.",
          "image": "/videos/storytelling/latest-100/media/Rk4VyQxDq5s/0182000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Rk4VyQxDq5s&t=182s"
        }
      ]
    },
    {
      "id": "Lj03DNImB3s",
      "short_title": "A small bottleneck inside a generous mission",
      "category": "human",
      "pattern": "Mission → time-consuming task → help → return to delivery",
      "question": "Which small piece of work is taking time away from the thing this person cares about?",
      "reading": "The meal-delivery setting gives a label-making task larger meaning. Kitchen activity, a compact software demonstration and the return to packing and delivery keep the product subordinate to the service being provided.",
      "beats": [
        [
          2.96,
          "Put the mission first",
          "A kitchen scene carries a weekly meal-count claim for new mothers, followed by preparation and delivery images."
        ],
        [
          28.61,
          "Name the bottleneck",
          "A label-focused title is paired with food containers and a printer, identifying the particular time-consuming job."
        ],
        [
          50.32,
          "Show a practical result",
          "Designed meal labels appear on a computer after a split-screen work demonstration."
        ],
        [
          67.09,
          "Return to the people served",
          "The film returns to packing and a doorstep scene after a viewer-response invitation, then closes with branding."
        ]
      ],
      "takeaway": "Choose a narrow task inside a meaningful real-world job. Returning to the original activity makes the time-saving claim easier to understand.",
      "caution": "The meal-count and time-saving messages are claims within the film. Compact preview images do not independently measure either result.",
      "rank": 61,
      "title": "Delivering more meals to more moms with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=Lj03DNImB3s",
      "publication_date": "2026-08-27",
      "duration_seconds": 74,
      "upload_type": "Shorts",
      "frames": [
        {
          "time": 28.61333333333333,
          "requested_time": 28.61,
          "label": "Name the bottleneck",
          "caption": "A label-focused title is paired with food containers and a printer, identifying the particular time-consuming job.",
          "image": "/videos/storytelling/latest-100/media/Lj03DNImB3s/0028613.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Lj03DNImB3s&t=28s"
        },
        {
          "time": 50.31999999999999,
          "requested_time": 50.32,
          "label": "Show a practical result",
          "caption": "Designed meal labels appear on a computer after a split-screen work demonstration.",
          "image": "/videos/storytelling/latest-100/media/Lj03DNImB3s/0050320.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Lj03DNImB3s&t=50s"
        },
        {
          "time": 67.09333333333333,
          "requested_time": 67.09,
          "label": "Return to the people served",
          "caption": "The film returns to packing and a doorstep scene after a viewer-response invitation, then closes with branding.",
          "image": "/videos/storytelling/latest-100/media/Lj03DNImB3s/0067093.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Lj03DNImB3s&t=67s"
        }
      ]
    },
    {
      "id": "t64oZKCdG8Q",
      "short_title": "A meal plan becomes a personal tool",
      "category": "workflow",
      "pattern": "Personal context → plan → interactive tool → feedback",
      "question": "What changes when an answer becomes something a person can keep using?",
      "reading": "The sequence expands from planning meals to a visual meal tool, shopping context and feedback. A single person's needs tie these surfaces together, while the visible approval state prevents the shopping step from disappearing into the montage.",
      "beats": [
        [
          32,
          "Start from personal context",
          "The prompt requests a week's meals using known preferences; a later screen introduces a captured context panel."
        ],
        [
          66,
          "Give the plan a form",
          "A visual food interface appears beside the conversation, replacing the earlier text-heavy plan."
        ],
        [
          76,
          "Show the proposed action",
          "A grocery-themed site and cart view lead to an approval state in the conversation."
        ],
        [
          94,
          "Let the tool learn from use",
          "A follow-up asks for a meal-rating mechanism; later samples include the resulting update and a prepared message."
        ]
      ],
      "takeaway": "Keep one person's situation consistent while changing the form of help. Show the boundary between preparing an action and committing to it.",
      "caution": "These samples do not establish nutritional suitability, a completed purchase or every spoken instruction; captions were unavailable.",
      "rank": 62,
      "title": "How to Build a Personalized Meal Planner with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=t64oZKCdG8Q",
      "publication_date": "2026-08-27",
      "duration_seconds": 128,
      "upload_type": "Video",
      "frames": [
        {
          "time": 32.0,
          "requested_time": 32,
          "label": "Start from personal context",
          "caption": "The prompt requests a week's meals using known preferences; a later screen introduces a captured context panel.",
          "image": "/videos/storytelling/latest-100/media/t64oZKCdG8Q/0032000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=t64oZKCdG8Q&t=32s"
        },
        {
          "time": 66.0,
          "requested_time": 66,
          "label": "Give the plan a form",
          "caption": "A visual food interface appears beside the conversation, replacing the earlier text-heavy plan.",
          "image": "/videos/storytelling/latest-100/media/t64oZKCdG8Q/0066000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=t64oZKCdG8Q&t=66s"
        },
        {
          "time": 94.0,
          "requested_time": 94,
          "label": "Let the tool learn from use",
          "caption": "A follow-up asks for a meal-rating mechanism; later samples include the resulting update and a prepared message.",
          "image": "/videos/storytelling/latest-100/media/t64oZKCdG8Q/0094000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=t64oZKCdG8Q&t=94s"
        }
      ]
    },
    {
      "id": "o38xYi2mtgc",
      "short_title": "Keep a customer conversation recognizably theirs",
      "category": "human",
      "pattern": "Speaker alternation → familiar setting → explicit question → close",
      "question": "How can a customer film maintain its identity without extensive product inserts?",
      "reading": "Two speakers share the same brightly branded sofa setting. Wide and close views, an exposed production moment and a late question card provide the visible structure; the film relies primarily on their accounts rather than screen evidence.",
      "beats": [
        [
          9.81,
          "Establish the customer's setting",
          "The first speaker appears on a blue sofa with company branding and visible recording microphones."
        ],
        [
          64.78,
          "Hand over the account",
          "A second speaker takes the same position after a slate is briefly visible, preserving the scene's identity."
        ],
        [
          172.74,
          "Mark a new question",
          "A full-screen question card asks about the overall approach to Codex, followed by more interview footage and the brand ending."
        ]
      ],
      "takeaway": "Use a consistent customer-owned setting and clear question transitions when the testimony is the main material. Preserve the person's specificity.",
      "caution": "No captions were available. This reading does not infer the speakers' productivity claims or specific Codex outcomes from the title.",
      "rank": 63,
      "title": "What Codex Unlocks for loveholidays",
      "source_url": "https://www.youtube.com/watch?v=o38xYi2mtgc",
      "publication_date": "2026-08-26",
      "duration_seconds": 212,
      "upload_type": "Video",
      "frames": [
        {
          "time": 9.814814814814815,
          "requested_time": 9.81,
          "label": "Establish the customer's setting",
          "caption": "The first speaker appears on a blue sofa with company branding and visible recording microphones.",
          "image": "/videos/storytelling/latest-100/media/o38xYi2mtgc/0009815.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=o38xYi2mtgc&t=9s"
        },
        {
          "time": 64.77777777777777,
          "requested_time": 64.78,
          "label": "Hand over the account",
          "caption": "A second speaker takes the same position after a slate is briefly visible, preserving the scene's identity.",
          "image": "/videos/storytelling/latest-100/media/o38xYi2mtgc/0064778.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=o38xYi2mtgc&t=64s"
        },
        {
          "time": 172.74074074074073,
          "requested_time": 172.74,
          "label": "Mark a new question",
          "caption": "A full-screen question card asks about the overall approach to Codex, followed by more interview footage and the brand ending.",
          "image": "/videos/storytelling/latest-100/media/o38xYi2mtgc/0172741.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=o38xYi2mtgc&t=172s"
        }
      ]
    },
    {
      "id": "29SyCndnMZs",
      "short_title": "Make administration a sequence of decisions",
      "category": "workflow",
      "pattern": "Inspect adoption → report → inspect allocation → change",
      "question": "What does the administrator decide after seeing the workspace data?",
      "reading": "The film advances from usage charts to a shareable rollout report, then down into individual allocations. That change in scale gives administration a decision sequence instead of a tour of unrelated settings.",
      "beats": [
        [
          43.4,
          "Start with an administrative request",
          "The work composer invokes an administrative context, followed by a dictated request."
        ],
        [
          61.15,
          "Inspect the current state",
          "An adoption chart and written findings appear in the conversation; a monthly rollout-review artifact follows."
        ],
        [
          110.47,
          "Move to individual allocation",
          "A table of people, usage and allowances is visible after the report section."
        ],
        [
          124.27,
          "Show the resulting change record",
          "The final work response lists updated limits before returning to the presenter."
        ]
      ],
      "takeaway": "Give a settings demo a decision order: inspect, explain, choose and confirm. Show a record of the change at the end.",
      "caution": "The visible example is not an audit of the real workspace or permission enforcement. Preview timing is approximate and captions were unavailable.",
      "rank": 64,
      "title": "How to Manage Your Workspace With ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=29SyCndnMZs",
      "publication_date": "2026-08-25",
      "duration_seconds": 144,
      "upload_type": "Video",
      "frames": [
        {
          "time": 43.397260273972606,
          "requested_time": 43.4,
          "label": "Start with an administrative request",
          "caption": "The work composer invokes an administrative context, followed by a dictated request.",
          "image": "/videos/storytelling/latest-100/media/29SyCndnMZs/0043397.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=29SyCndnMZs&t=43s"
        },
        {
          "time": 61.15068493150685,
          "requested_time": 61.15,
          "label": "Inspect the current state",
          "caption": "An adoption chart and written findings appear in the conversation; a monthly rollout-review artifact follows.",
          "image": "/videos/storytelling/latest-100/media/29SyCndnMZs/0061151.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=29SyCndnMZs&t=61s"
        },
        {
          "time": 124.27397260273973,
          "requested_time": 124.27,
          "label": "Show the resulting change record",
          "caption": "The final work response lists updated limits before returning to the presenter.",
          "image": "/videos/storytelling/latest-100/media/29SyCndnMZs/0124274.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=29SyCndnMZs&t=124s"
        }
      ]
    },
    {
      "id": "Is2NHa7awWY",
      "short_title": "Give a developer topic a visible object",
      "category": "explanation",
      "pattern": "Presenter → concrete transformation → explanation",
      "question": "What can anchor a technical explanation before the terminology accumulates?",
      "reading": "A brief 3D example supplies a concrete object near the beginning, after which the presenter carries most of the film. The object gives the explanation a visual referent, though the available stills alone cannot recover the technical argument.",
      "beats": [
        [
          5.71,
          "Establish the guide",
          "A lower third identifies the developer-experience presenter seated at a laptop."
        ],
        [
          34.28,
          "Make the example inspectable",
          "The screen shows a plain cube beside a work conversation, followed by a panda-like 3D object in the same output area."
        ],
        [
          85.63,
          "Return to explanation",
          "The film stays mostly with the presenter, with a typing cutaway among the later close and wide views."
        ]
      ],
      "takeaway": "Introduce an abstract capability with a small visible transformation, then return to that example when explaining the mechanism.",
      "caution": "The caption track was unavailable. This reading does not infer the WebMCP protocol behavior from the title or from the cube-to-character samples.",
      "rank": 65,
      "title": "Build agent-ready sites with WebMCP",
      "source_url": "https://www.youtube.com/watch?v=Is2NHa7awWY",
      "publication_date": "2026-08-25",
      "duration_seconds": 137,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.714042,
          "requested_time": 5.71,
          "label": "Establish the guide",
          "caption": "A lower third identifies the developer-experience presenter seated at a laptop.",
          "image": "/videos/storytelling/latest-100/media/Is2NHa7awWY/0005714.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Is2NHa7awWY&t=5s"
        },
        {
          "time": 34.28425,
          "requested_time": 34.28,
          "label": "Make the example inspectable",
          "caption": "The screen shows a plain cube beside a work conversation, followed by a panda-like 3D object in the same output area.",
          "image": "/videos/storytelling/latest-100/media/Is2NHa7awWY/0034284.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Is2NHa7awWY&t=34s"
        },
        {
          "time": 85.627208,
          "requested_time": 85.63,
          "label": "Return to explanation",
          "caption": "The film stays mostly with the presenter, with a typing cutaway among the later close and wide views.",
          "image": "/videos/storytelling/latest-100/media/Is2NHa7awWY/0085627.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Is2NHa7awWY&t=85s"
        }
      ]
    },
    {
      "id": "2f9bBlGOuX4",
      "short_title": "Let the experiment's people be the story",
      "category": "human",
      "pattern": "Invitation → playful objects → makers → communal payoff",
      "question": "What makes a development event feel like a place to try an unusual idea?",
      "reading": "Hardware close-ups, crowded worktables, unusual interfaces and maker interviews establish permission to experiment. The film's ending returns to the group and a projected work surface, making participation the payoff rather than one polished commercial result.",
      "beats": [
        [
          2.96,
          "Begin with an object in hand",
          "Hands hold a small red circuit board amid introductions and workshop activity."
        ],
        [
          19.74,
          "Show work in progress",
          "Laptops with code and creative interfaces appear between participants and a stylized glasses demonstration."
        ],
        [
          56.27,
          "Keep the makers in the frame",
          "People gather around a laptop, followed by food and a group presentation."
        ],
        [
          69.1,
          "End on experimentation",
          "Projected code and a presenter lead into the closing experiments title."
        ]
      ],
      "takeaway": "For an experimental team story, show the people, unfinished objects and shared setting that made the attempt possible.",
      "caution": "The montage does not establish finished functionality for every project. No caption or audio analysis was available.",
      "rank": 66,
      "title": "Codex, but make it weird. Hahahacks.",
      "source_url": "https://www.youtube.com/watch?v=2f9bBlGOuX4",
      "publication_date": "2026-08-25",
      "duration_seconds": 77,
      "upload_type": "Video",
      "frames": [
        {
          "time": 2.9615384615384617,
          "requested_time": 2.96,
          "label": "Begin with an object in hand",
          "caption": "Hands hold a small red circuit board amid introductions and workshop activity.",
          "image": "/videos/storytelling/latest-100/media/2f9bBlGOuX4/0002962.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2f9bBlGOuX4&t=2s"
        },
        {
          "time": 56.269230769230774,
          "requested_time": 56.27,
          "label": "Keep the makers in the frame",
          "caption": "People gather around a laptop, followed by food and a group presentation.",
          "image": "/videos/storytelling/latest-100/media/2f9bBlGOuX4/0056269.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2f9bBlGOuX4&t=56s"
        },
        {
          "time": 69.10256410256412,
          "requested_time": 69.1,
          "label": "End on experimentation",
          "caption": "Projected code and a presenter lead into the closing experiments title.",
          "image": "/videos/storytelling/latest-100/media/2f9bBlGOuX4/0069103.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=2f9bBlGOuX4&t=69s"
        }
      ]
    },
    {
      "id": "9MIkJHcMtVA",
      "short_title": "Repetition carries a single promotional message",
      "category": "launch",
      "pattern": "Recognizable source material → repeated message → brand association",
      "question": "What happens when a film has one message and no worked product example?",
      "reading": "Credited performance footage and colorful sets carry repeated text about everyday chat availability. The structure is associative and repetitive: there is no customer task to resolve, and the closing brand inherits the visual energy of the source material.",
      "beats": [
        [
          0,
          "Identify the borrowed visual source",
          "The opening contains music-video credit text over a saturated geometric set."
        ],
        [
          41.58,
          "Repeat the product message",
          "Large promotional text overlays performance footage; similar messages recur in later previews."
        ],
        [
          194.02,
          "Attach the brand",
          "The final preview combines the product identity with the performance video's graphic world."
        ]
      ],
      "takeaway": "A repeated single message can serve an announcement, but it supplies little explanation. Use a worked example elsewhere when the audience needs to understand a capability.",
      "caution": "This is a visual-structure reading only; no music, lyric timing or listening analysis is claimed. The promotional availability claim was not independently checked.",
      "rank": 67,
      "title": "No Limits on Text Chats with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=9MIkJHcMtVA",
      "publication_date": "2026-08-25",
      "duration_seconds": 196,
      "upload_type": "Video",
      "frames": [
        {
          "time": 0.0,
          "requested_time": 0,
          "label": "Identify the borrowed visual source",
          "caption": "The opening contains music-video credit text over a saturated geometric set.",
          "image": "/videos/storytelling/latest-100/media/9MIkJHcMtVA/0000000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=9MIkJHcMtVA"
        },
        {
          "time": 41.57575757575758,
          "requested_time": 41.58,
          "label": "Repeat the product message",
          "caption": "Large promotional text overlays performance footage; similar messages recur in later previews.",
          "image": "/videos/storytelling/latest-100/media/9MIkJHcMtVA/0041576.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=9MIkJHcMtVA&t=41s"
        },
        {
          "time": 194.02020202020205,
          "requested_time": 194.02,
          "label": "Attach the brand",
          "caption": "The final preview combines the product identity with the performance video's graphic world.",
          "image": "/videos/storytelling/latest-100/media/9MIkJHcMtVA/0194020.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=9MIkJHcMtVA&t=194s"
        }
      ]
    },
    {
      "id": "jzmNh8lbSp8",
      "short_title": "Change the view to change the question",
      "category": "workflow",
      "pattern": "Summary → alternate view → inspect context → share",
      "question": "What does a visual representation let the reader do next?",
      "reading": "A meeting summary becomes several ways of examining the same work. The sequence advances from layout to calendar to contextual follow-up and sharing, so visualization is presented as a way to work with information rather than decoration.",
      "beats": [
        [
          36,
          "Establish the structured summary",
          "A meeting recap shows owners, decisions and tasks beside the presenter inset."
        ],
        [
          48,
          "Reframe the information",
          "A calendar view appears after a request for another representation of the same material."
        ],
        [
          58,
          "Use a detail to reopen the question",
          "An unresolved opening-format decision is expanded with a search-for-context control and a follow-up request."
        ],
        [
          66,
          "Make the representation portable",
          "A menu offers copying an image or publishing to a site, before the presenter returns."
        ]
      ],
      "takeaway": "Show what a different view helps the audience notice, then demonstrate the follow-up it enables. Let sharing complete the usefulness of the visual.",
      "caution": "The samples do not verify the meeting facts or the result of publishing; no caption review was available.",
      "rank": 68,
      "title": "Make information visual with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=jzmNh8lbSp8",
      "publication_date": "2026-08-24",
      "duration_seconds": 86,
      "upload_type": "Video",
      "frames": [
        {
          "time": 36.0,
          "requested_time": 36,
          "label": "Establish the structured summary",
          "caption": "A meeting recap shows owners, decisions and tasks beside the presenter inset.",
          "image": "/videos/storytelling/latest-100/media/jzmNh8lbSp8/0036000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jzmNh8lbSp8&t=36s"
        },
        {
          "time": 48.0,
          "requested_time": 48,
          "label": "Reframe the information",
          "caption": "A calendar view appears after a request for another representation of the same material.",
          "image": "/videos/storytelling/latest-100/media/jzmNh8lbSp8/0048000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jzmNh8lbSp8&t=48s"
        },
        {
          "time": 66.0,
          "requested_time": 66,
          "label": "Make the representation portable",
          "caption": "A menu offers copying an image or publishing to a site, before the presenter returns.",
          "image": "/videos/storytelling/latest-100/media/jzmNh8lbSp8/0066000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jzmNh8lbSp8&t=66s"
        }
      ]
    },
    {
      "id": "ceBruD6v5Bk",
      "short_title": "One small recipe question carries the film",
      "category": "launch",
      "pattern": "Question → existing context → specific answer",
      "question": "Why is this version of the recipe too spicy?",
      "reading": "A narrow recipe question makes the voice capability understandable without a feature inventory. Email, ingredients and a short answer all refer to the same revision, giving a forty-second film a complete causal thread.",
      "beats": [
        [
          14,
          "Keep the request concrete",
          "The displayed voice transcript asks to compare a current recipe with earlier versions and identifies excess spice."
        ],
        [
          26,
          "Show the source of the answer",
          "Email and a recipe card appear around the voice interface, retaining the same product-development context."
        ],
        [
          32,
          "Resolve the original question",
          "The visible response singles out an ingredient as the source of additional spice, before the closing voice-product message."
        ]
      ],
      "takeaway": "For a short feature film, choose a question specific enough that the audience can recognize the answer when it arrives.",
      "caution": "The edited film's work-status labels are not a stopwatch measurement. Automatic captions were read without listening verification.",
      "rank": 69,
      "title": "You can just use your voice | ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=ceBruD6v5Bk",
      "publication_date": "2026-08-24",
      "duration_seconds": 40,
      "upload_type": "Video",
      "frames": [
        {
          "time": 14.0,
          "requested_time": 14,
          "label": "Keep the request concrete",
          "caption": "The displayed voice transcript asks to compare a current recipe with earlier versions and identifies excess spice.",
          "image": "/videos/storytelling/latest-100/media/ceBruD6v5Bk/0014000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ceBruD6v5Bk&t=14s"
        },
        {
          "time": 26.0,
          "requested_time": 26,
          "label": "Show the source of the answer",
          "caption": "Email and a recipe card appear around the voice interface, retaining the same product-development context.",
          "image": "/videos/storytelling/latest-100/media/ceBruD6v5Bk/0026000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ceBruD6v5Bk&t=26s"
        },
        {
          "time": 32.0,
          "requested_time": 32,
          "label": "Resolve the original question",
          "caption": "The visible response singles out an ingredient as the source of additional spice, before the closing voice-product message.",
          "image": "/videos/storytelling/latest-100/media/ceBruD6v5Bk/0032000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=ceBruD6v5Bk&t=32s"
        }
      ],
      "close_reading": "/videos/storytelling/close-readings/films/ceBruD6v5Bk/",
      "words_and_picture": {
        "thesis": "A voice request accumulates in a quiet composition before the film opens the documents behind it. The recurring orb connects speaking, waiting, inspection and the returned explanation.",
        "argument": "The opening typography proposes voice as the way into the task. A mode switch and an enlarged control show the entry point, then a request about recipe versions builds above the orb. The interface shifts from capturing the request to displaying work in progress. A brief desktop sequence exposes an email and successive recipe documents before the film returns to the conversational layout with a specific ingredient comparison. The closing expands back to the broader product message. The story has a request, supporting material and an answer; the edited status labels do not establish real elapsed time.",
        "timeline": [
          {
            "start": 0,
            "end": 4.3,
            "speech": "No speech was recovered during the opening message and mode selection.",
            "picture": "Brief kinetic typography resolves into a voice proposition, then a Chat/Work toggle selects Work.",
            "job": "Introduce the interaction and locate its mode."
          },
          {
            "start": 4.3,
            "end": 7.22,
            "speech": "A short conversational acknowledgment begins the request.",
            "picture": "The voice control is enlarged, activated and replaced by a minimal orb view.",
            "job": "Make the entry action legible before the example develops."
          },
          {
            "start": 7.22,
            "end": 18.3,
            "speech": "The request compares a newer recipe with earlier versions in email, identifies excessive spice and adds an approval deadline.",
            "picture": "The request accumulates in a text block above the orb.",
            "job": "Give the work a specific object, problem and constraint."
          },
          {
            "start": 18.3,
            "end": 23.4,
            "speech": "A brief handoff leads into the assistant's statement that it will compare the versions.",
            "picture": "The orb becomes smaller, status labels change and the assistant's sentence grows across the left of the frame.",
            "job": "Bridge from the request into the work being represented."
          },
          {
            "start": 23.4,
            "end": 26.86,
            "speech": "No new speech was recovered during the brief document inspection sequence.",
            "picture": "A desktop appears, a central email window expands and successive recipe sheets are shown.",
            "job": "Expose the material behind the comparison."
          },
          {
            "start": 26.86,
            "end": 32.8,
            "speech": "The answer identifies ingredients added in the newer recipe and attributes extra spice to one of them.",
            "picture": "The sparse conversational view returns and the response builds above the enlarged orb.",
            "job": "Return a specific explanation to the original problem."
          },
          {
            "start": 32.8,
            "end": 39.581,
            "speech": "No additional speech was recovered during the closing typography.",
            "picture": "The voice proposition returns, followed by product naming, surrounding recipe assets and the closing mark.",
            "job": "Generalize from the example after its answer is visible."
          }
        ],
        "composition": [
          {
            "label": "Give the request room to accumulate",
            "text": "A narrow rounded text block grows near the top of an otherwise sparse frame, above a blue-purple orb. There is little competing detail while the user adds the comparison, a taste problem and an approval deadline."
          },
          {
            "label": "Keep an anchor through the scale changes",
            "text": "The orb moves from a prominent lower position to a small corner presence as status text and then the desktop take over. Its recurrence makes those different views read as parts of the same conversation."
          },
          {
            "label": "Separate source inspection from the answer",
            "text": "The colorful desktop carries small surrounding files and notes while a central email or recipe window becomes the focus. The answer returns to the sparse white layout, so the viewer can distinguish the consulted material from the explanation derived from it."
          }
        ],
        "application": "When a demo crosses conversation, source material and a result, keep a visible anchor and make each view serve one stage of the task. Show the relevant inputs before the answer makes a claim about them. Use the actual Poe workflow and verify any timing claim independently of an edited progress display.",
        "limit": "This reading establishes the displayed progression, not the accuracy of the recipe comparison, current product behavior or task latency. Full transcripts and caption differences were inspected, but neither the speech nor the soundtrack received direct listening verification."
      },
      "language": {
        "id": "ceBruD6v5Bk",
        "mode": "compact",
        "title": "Make a short exchange sound like work already in progress",
        "reading": "Brief clauses identify a version, a specific problem and a deadline. The request carries enough context for a response while leaving the visual sequence to explain the wider setting.",
        "passages": [
          {
            "start": 5.9,
            "end": 18.4,
            "note": "Assessment, comparison and a deadline fit into a compact workplace exchange."
          },
          {
            "start": 20,
            "end": 31,
            "note": "The available text moves from a comparison response into a concrete ingredient explanation."
          }
        ],
        "limit": "Ingredient names differ between machine sources. Speaker identity, intonation and conversational timing have not been checked by listening."
      }
    },
    {
      "id": "XjSJ6ybS9I8",
      "short_title": "Agree on the story before making the deck",
      "category": "lesson",
      "pattern": "Preview the destination → gather evidence → align the story → build",
      "question": "How does a business question become a deck with a point of view?",
      "reading": "The early deck preview gives the lesson a destination. The numbered procedure then separates collecting business context, choosing a storyline and building the artifact. That separation makes editorial judgment visible inside an otherwise familiar generation demo.",
      "beats": [
        [
          13.87,
          "Show the destination",
          "A map and strategy slides preview the artifact before the numbered instructions."
        ],
        [
          55.49,
          "Ground the argument",
          "A prompt names connected work sources, geographic comparisons and an attached template."
        ],
        [
          65.39,
          "Choose the storyline",
          "A prompt requests takeaway headlines, supporting evidence, visuals and a recommendation."
        ],
        [
          84.22,
          "Authorize the build",
          "An approval prompt precedes the finished map and multiple output artifacts."
        ]
      ],
      "takeaway": "Review the argument before the deck is rendered. A useful storyboard review settles what the audience should conclude, then how to show it.",
      "caution": "The example does not validate the underlying business recommendation. Preview timestamps are approximate and no caption track was reviewed.",
      "rank": 70,
      "title": "How to Turn a Business Question Into a Strategy Deck With ChatGPT Work | Tutorial",
      "source_url": "https://www.youtube.com/watch?v=XjSJ6ybS9I8",
      "publication_date": "2026-08-18",
      "duration_seconds": 108,
      "upload_type": "Video",
      "frames": [
        {
          "time": 13.871559633027521,
          "requested_time": 13.87,
          "label": "Show the destination",
          "caption": "A map and strategy slides preview the artifact before the numbered instructions.",
          "image": "/videos/storytelling/latest-100/media/XjSJ6ybS9I8/0013872.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=XjSJ6ybS9I8&t=13s"
        },
        {
          "time": 55.486238532110086,
          "requested_time": 55.49,
          "label": "Ground the argument",
          "caption": "A prompt names connected work sources, geographic comparisons and an attached template.",
          "image": "/videos/storytelling/latest-100/media/XjSJ6ybS9I8/0055486.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=XjSJ6ybS9I8&t=55s"
        },
        {
          "time": 84.22018348623853,
          "requested_time": 84.22,
          "label": "Authorize the build",
          "caption": "An approval prompt precedes the finished map and multiple output artifacts.",
          "image": "/videos/storytelling/latest-100/media/XjSJ6ybS9I8/0084220.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=XjSJ6ybS9I8&t=84s"
        }
      ]
    },
    {
      "id": "0j9yDUDMrBs",
      "short_title": "Treat the draft as part of a repeatable publishing process",
      "category": "lesson",
      "pattern": "Collect context → establish a template → draft → maintain",
      "question": "What needs to exist before the first useful blog draft?",
      "reading": "The presenter and numbered steps give the film a consistent teaching frame. Sources, a reusable template and a drafted use case appear in that order; the late maintenance step extends the story beyond the first generated document.",
      "beats": [
        [
          33.35,
          "Introduce the source environment",
          "Tool icons surround the presenter before the lesson moves into a work interface."
        ],
        [
          58.85,
          "Collect the context",
          "The prompt calls for Slack, product documentation and meeting context."
        ],
        [
          78.46,
          "Set up a reusable form",
          "A template-making prompt precedes document and file views."
        ],
        [
          131.42,
          "Continue after the draft",
          "A step about keeping the work current follows a customer-use-case drafting request."
        ]
      ],
      "takeaway": "Show the inputs and reusable form that make a draft useful. End with the next editorial responsibility when generation is only one step.",
      "caution": "The sampled screens do not establish publication, factual accuracy or the quality of the complete draft. Captions were unavailable.",
      "rank": 71,
      "title": "How to Create a Solid Blog Draft With ChatGPT Work | Tutorial",
      "source_url": "https://www.youtube.com/watch?v=0j9yDUDMrBs",
      "publication_date": "2026-08-18",
      "duration_seconds": 153,
      "upload_type": "Video",
      "frames": [
        {
          "time": 33.34615384615385,
          "requested_time": 33.35,
          "label": "Introduce the source environment",
          "caption": "Tool icons surround the presenter before the lesson moves into a work interface.",
          "image": "/videos/storytelling/latest-100/media/0j9yDUDMrBs/0033346.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0j9yDUDMrBs&t=33s"
        },
        {
          "time": 58.84615384615385,
          "requested_time": 58.85,
          "label": "Collect the context",
          "caption": "The prompt calls for Slack, product documentation and meeting context.",
          "image": "/videos/storytelling/latest-100/media/0j9yDUDMrBs/0058846.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0j9yDUDMrBs&t=58s"
        },
        {
          "time": 131.42307692307693,
          "requested_time": 131.42,
          "label": "Continue after the draft",
          "caption": "A step about keeping the work current follows a customer-use-case drafting request.",
          "image": "/videos/storytelling/latest-100/media/0j9yDUDMrBs/0131423.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0j9yDUDMrBs&t=131s"
        }
      ]
    },
    {
      "id": "yQZgOSHHxjk",
      "short_title": "Make review the last step in delegation",
      "category": "lesson",
      "pattern": "Prepare → meet → delegate follow-up → review",
      "question": "Where does the person stay responsible in an assisted meeting workflow?",
      "reading": "The film previews a meeting brief, then moves through connected context and a meeting request into follow-up. Its final numbered step makes review and approval part of completing the task, giving the automation story a clear human decision at the end.",
      "beats": [
        [
          12.75,
          "Preview the meeting brief",
          "A written brief appears near the opening before the instructional steps."
        ],
        [
          51.96,
          "Name the meeting context",
          "The request specifies an account, deal context, agenda, attendees, usage and open issues."
        ],
        [
          73.53,
          "Delegate the follow-up",
          "A prompt asks for a recap, work-system notes and an email draft."
        ],
        [
          86.27,
          "Put a person at the handoff",
          "A review-and-approve step precedes a draft excerpt and the presenter’s closing."
        ]
      ],
      "takeaway": "When a workflow prepares external communication, make the review handoff a visible story beat.",
      "caution": "The previews do not demonstrate live permission checks or completed sends. This is an observation of the lesson’s sequence, without captions.",
      "rank": 72,
      "title": "How to Prepare for Customer Meetings With ChatGPT Work | Tutorial",
      "source_url": "https://www.youtube.com/watch?v=yQZgOSHHxjk",
      "publication_date": "2026-08-18",
      "duration_seconds": 100,
      "upload_type": "Video",
      "frames": [
        {
          "time": 12.745098039215685,
          "requested_time": 12.75,
          "label": "Preview the meeting brief",
          "caption": "A written brief appears near the opening before the instructional steps.",
          "image": "/videos/storytelling/latest-100/media/yQZgOSHHxjk/0012745.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yQZgOSHHxjk&t=12s"
        },
        {
          "time": 51.96078431372549,
          "requested_time": 51.96,
          "label": "Name the meeting context",
          "caption": "The request specifies an account, deal context, agenda, attendees, usage and open issues.",
          "image": "/videos/storytelling/latest-100/media/yQZgOSHHxjk/0051961.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yQZgOSHHxjk&t=51s"
        },
        {
          "time": 86.27450980392156,
          "requested_time": 86.27,
          "label": "Put a person at the handoff",
          "caption": "A review-and-approve step precedes a draft excerpt and the presenter’s closing.",
          "image": "/videos/storytelling/latest-100/media/yQZgOSHHxjk/0086275.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=yQZgOSHHxjk&t=86s"
        }
      ]
    },
    {
      "id": "wIf9yMGalPU",
      "short_title": "An overnight result becomes a standing routine",
      "category": "launch",
      "pattern": "Sign off → work continues → report → repeat",
      "question": "What will be waiting when the person returns?",
      "reading": "The opening departure creates a compact narrative gap. Work-status screens and a changing desktop lead to an overnight report, then a follow-up turns the successful instance into a recurring workflow.",
      "beats": [
        [
          9.57,
          "Set the return condition",
          "The prompt requests overnight monitoring of a launch across several sources and flags by the following morning."
        ],
        [
          22.93,
          "Represent the interval",
          "A dark desktop, work-status messages and an analytical view stand between the request and the result."
        ],
        [
          28.67,
          "Pay off the request",
          "A report shows reviewed sources and ranked findings, using the launch subject established at the opening."
        ],
        [
          38.2,
          "Make the result repeatable",
          "A recurring-workflow confirmation follows a request to refresh and send the report around campaign check-ins."
        ]
      ],
      "takeaway": "Use a clear before-and-after situation for background work, then make recurrence a second payoff rather than the initial abstract promise.",
      "caution": "The compressed day-to-night sequence is an editorial device, not evidence of uninterrupted execution time or unattended reliability.",
      "rank": 73,
      "title": "You can just keep the work moving | ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=wIf9yMGalPU",
      "publication_date": "2026-08-17",
      "duration_seconds": 46,
      "upload_type": "Video",
      "frames": [
        {
          "time": 9.566667,
          "requested_time": 9.57,
          "label": "Set the return condition",
          "caption": "The prompt requests overnight monitoring of a launch across several sources and flags by the following morning.",
          "image": "/videos/storytelling/latest-100/media/wIf9yMGalPU/0009567.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wIf9yMGalPU&t=9s"
        },
        {
          "time": 22.933333,
          "requested_time": 22.93,
          "label": "Represent the interval",
          "caption": "A dark desktop, work-status messages and an analytical view stand between the request and the result.",
          "image": "/videos/storytelling/latest-100/media/wIf9yMGalPU/0022933.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wIf9yMGalPU&t=22s"
        },
        {
          "time": 38.2,
          "requested_time": 38.2,
          "label": "Make the result repeatable",
          "caption": "A recurring-workflow confirmation follows a request to refresh and send the report around campaign check-ins.",
          "image": "/videos/storytelling/latest-100/media/wIf9yMGalPU/0038200.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=wIf9yMGalPU&t=38s"
        }
      ]
    },
    {
      "id": "Cxp2aZQqkYM",
      "short_title": "Give a performance claim a concrete product setting",
      "category": "human",
      "pattern": "Customer claim → app-building context → examples → claim return",
      "question": "What makes a technical efficiency claim legible to a wider audience?",
      "reading": "The customer interview is interrupted by a recognizable app-building interface and finished app surfaces, including a trip map and timer. Those examples supply a use context for the title’s efficiency claim, while the speaker remains the source of the evaluation.",
      "beats": [
        [
          12.64,
          "Identify the customer story",
          "A startup spotlight title follows the opening interview."
        ],
        [
          24.32,
          "Show an application people can recognize",
          "A road-trip map appears after the app-building conversation."
        ],
        [
          36.96,
          "Broaden the example",
          "A timer interface supplies another visible app outcome."
        ],
        [
          51.55,
          "Return to the evaluation",
          "Interview subtitles about efficiency are followed by more app-building screens and the closing speaker."
        ]
      ],
      "takeaway": "Translate a technical improvement into the product work it affects, then keep the claim attributed to the customer.",
      "caution": "The “20% fewer tokens” title is a customer claim, not a benchmark reproduced here. Only sampled subtitle fragments were visible; a full caption track was unavailable.",
      "rank": 74,
      "title": "How Base44 Uses GPT-5.6 to Build Apps With 20% Fewer Tokens",
      "source_url": "https://www.youtube.com/watch?v=Cxp2aZQqkYM",
      "publication_date": "2026-08-17",
      "duration_seconds": 71,
      "upload_type": "Video",
      "frames": [
        {
          "time": 12.643835616438357,
          "requested_time": 12.64,
          "label": "Identify the customer story",
          "caption": "A startup spotlight title follows the opening interview.",
          "image": "/videos/storytelling/latest-100/media/Cxp2aZQqkYM/0012644.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Cxp2aZQqkYM&t=12s"
        },
        {
          "time": 24.315068493150687,
          "requested_time": 24.32,
          "label": "Show an application people can recognize",
          "caption": "A road-trip map appears after the app-building conversation.",
          "image": "/videos/storytelling/latest-100/media/Cxp2aZQqkYM/0024315.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Cxp2aZQqkYM&t=24s"
        },
        {
          "time": 51.54794520547945,
          "requested_time": 51.55,
          "label": "Return to the evaluation",
          "caption": "Interview subtitles about efficiency are followed by more app-building screens and the closing speaker.",
          "image": "/videos/storytelling/latest-100/media/Cxp2aZQqkYM/0051548.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Cxp2aZQqkYM&t=51s"
        }
      ]
    },
    {
      "id": "EDWbX_-RYws",
      "short_title": "Repeat the task-to-result unit across several voices",
      "category": "explanation",
      "pattern": "Name the mode → short worked examples → engineers → product return",
      "question": "How can several speakers explain one speed-related feature without losing the task?",
      "reading": "Multiple engineer appearances alternate with the same work interface. Investigation, incident research and refactoring requests each reach an output screen, so the repeated task-to-result unit holds the film together even as the face changes.",
      "beats": [
        [
          3.96,
          "Name the feature",
          "A large Ultrafast mode title separates the opening face from the explanation."
        ],
        [
          31.66,
          "Start a specific investigation",
          "An investigation request is followed by a normalized timeline output."
        ],
        [
          60.35,
          "Show another completed unit",
          "An incident-related work result includes an on-screen completion-time label."
        ],
        [
          80.14,
          "Return to the people and product",
          "More engineer appearances lead to the feature title and closing identity."
        ]
      ],
      "takeaway": "When a feature has several uses, give each example the same readable beginning and ending. Keep the interface consistent across speaker changes.",
      "caution": "Sampled stills cannot verify response latency or the advertised speed multiplier. Completion labels are visible claims, not independent timing measurements.",
      "rank": 75,
      "title": "Previewing Ultrafast mode: GPT‑5.6 Sol at up to 14X the speed",
      "source_url": "https://www.youtube.com/watch?v=EDWbX_-RYws",
      "publication_date": "2026-08-14",
      "duration_seconds": 93,
      "upload_type": "Video",
      "frames": [
        {
          "time": 3.9574468085106385,
          "requested_time": 3.96,
          "label": "Name the feature",
          "caption": "A large Ultrafast mode title separates the opening face from the explanation.",
          "image": "/videos/storytelling/latest-100/media/EDWbX_-RYws/0003957.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=EDWbX_-RYws&t=3s"
        },
        {
          "time": 31.659574468085108,
          "requested_time": 31.66,
          "label": "Start a specific investigation",
          "caption": "An investigation request is followed by a normalized timeline output.",
          "image": "/videos/storytelling/latest-100/media/EDWbX_-RYws/0031660.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=EDWbX_-RYws&t=31s"
        },
        {
          "time": 60.351063829787236,
          "requested_time": 60.35,
          "label": "Show another completed unit",
          "caption": "An incident-related work result includes an on-screen completion-time label.",
          "image": "/videos/storytelling/latest-100/media/EDWbX_-RYws/0060351.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=EDWbX_-RYws&t=60s"
        }
      ]
    },
    {
      "id": "0XPk_MAwCW4",
      "short_title": "Let several roles tell one organizational story",
      "category": "human",
      "pattern": "Recognizable team → different roles → examples → people return",
      "question": "How does a familiar sports team make an organizational technology story tangible?",
      "reading": "The opening connects an interview setting with players on the field. Strategy, content and operational perspectives then share the same visual world, with brief phone and chart inserts. The team supplies continuity across the different speakers; the story is an account of adoption rather than a single end-to-end demonstration.",
      "beats": [
        [
          17.75,
          "Connect the room to the field",
          "Players training appear between interview shots in the team’s setting."
        ],
        [
          74.95,
          "Widen the range of roles",
          "A content-and-social-media role is identified before phone conversation examples."
        ],
        [
          102.57,
          "Give the account a concrete object",
          "A chart overlays a speaker’s explanation, followed later by physical fan materials."
        ],
        [
          185.41,
          "Return to use and people",
          "A phone in hand and more team interviews precede the brand ending."
        ]
      ],
      "takeaway": "When several teams contribute to one initiative, keep their common setting visible and let each role bring a different object or decision.",
      "caution": "The brief inserts and sampled subtitle fragments do not independently establish sporting outcomes or productivity gains. No full caption or listening pass was available.",
      "rank": 76,
      "title": "Inside Cricket’s Smartest Backroom | Rajasthan Royals | ChatGPT @rajasthanroyals",
      "source_url": "https://www.youtube.com/watch?v=0XPk_MAwCW4",
      "publication_date": "2026-08-13",
      "duration_seconds": 215,
      "upload_type": "Video",
      "frames": [
        {
          "time": 17.75229357798165,
          "requested_time": 17.75,
          "label": "Connect the room to the field",
          "caption": "Players training appear between interview shots in the team’s setting.",
          "image": "/videos/storytelling/latest-100/media/0XPk_MAwCW4/0017752.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XPk_MAwCW4&t=17s"
        },
        {
          "time": 74.95412844036697,
          "requested_time": 74.95,
          "label": "Widen the range of roles",
          "caption": "A content-and-social-media role is identified before phone conversation examples.",
          "image": "/videos/storytelling/latest-100/media/0XPk_MAwCW4/0074954.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XPk_MAwCW4&t=74s"
        },
        {
          "time": 185.41284403669724,
          "requested_time": 185.41,
          "label": "Return to use and people",
          "caption": "A phone in hand and more team interviews precede the brand ending.",
          "image": "/videos/storytelling/latest-100/media/0XPk_MAwCW4/0185413.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=0XPk_MAwCW4&t=185s"
        }
      ]
    },
    {
      "id": "W-HhMUe9hOg",
      "short_title": "A remembered task needs visible controls",
      "category": "workflow",
      "pattern": "Recover context → act on it → expose controls",
      "question": "How does the product explain access to recent work without leaving control out of the story?",
      "reading": "The film first demonstrates recovering a recently used document and acting on that context. It then spends a distinct passage on history and exclusion controls, giving the capability a visible boundary before the close.",
      "beats": [
        [
          42,
          "Recover a specific object",
          "The conversation identifies a recently edited script after a request to find the document the presenter had been using."
        ],
        [
          74,
          "Continue the same task",
          "The conversation progresses through a sharing request and a summary of recent work, keeping the recovered context in view."
        ],
        [
          124,
          "Expose a boundary",
          "A menu contains history-clearing and app-exclusion controls, followed by a history list and settings view."
        ],
        [
          156,
          "Turn remembered work into another task",
          "A new request refers to the presenter's image-capture and editing workflow before the film returns to him."
        ]
      ],
      "takeaway": "When a feature uses prior context, include a visible control over that context as part of the main demonstration.",
      "caution": "The caption track was unavailable, and these screens do not independently test capture scope, exclusion behavior or privacy guarantees.",
      "rank": 77,
      "title": "Computer History in ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=W-HhMUe9hOg",
      "publication_date": "2026-08-13",
      "duration_seconds": 190,
      "upload_type": "Video",
      "frames": [
        {
          "time": 42.0,
          "requested_time": 42,
          "label": "Recover a specific object",
          "caption": "The conversation identifies a recently edited script after a request to find the document the presenter had been using.",
          "image": "/videos/storytelling/latest-100/media/W-HhMUe9hOg/0042000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=W-HhMUe9hOg&t=42s"
        },
        {
          "time": 74.0,
          "requested_time": 74,
          "label": "Continue the same task",
          "caption": "The conversation progresses through a sharing request and a summary of recent work, keeping the recovered context in view.",
          "image": "/videos/storytelling/latest-100/media/W-HhMUe9hOg/0074000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=W-HhMUe9hOg&t=74s"
        },
        {
          "time": 156.0,
          "requested_time": 156,
          "label": "Turn remembered work into another task",
          "caption": "A new request refers to the presenter's image-capture and editing workflow before the film returns to him.",
          "image": "/videos/storytelling/latest-100/media/W-HhMUe9hOg/0156000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=W-HhMUe9hOg&t=156s"
        }
      ]
    },
    {
      "id": "bl2eGejkbaU",
      "short_title": "Carry one decision from the phone into the working model",
      "category": "workflow",
      "pattern": "Daily signal → inspect exception → analyze → model → communicate",
      "question": "How does a quick executive briefing become material someone can work with?",
      "reading": "The phone briefing introduces a set of exceptions and market signals. The film then expands into desktop analysis, a spreadsheet model and a presentation chart. The change in device and document format makes the work feel progressively more actionable while preserving a common decision context.",
      "beats": [
        [
          18.65,
          "Make the briefing scannable",
          "A phone view shows a conditional-go assessment and a short checklist."
        ],
        [
          55.96,
          "Ask a follow-up",
          "The phone conversation gives way to a desktop work thread and written analysis."
        ],
        [
          74.62,
          "Inspect the working model",
          "A spreadsheet with assumptions, totals and a plotted curve fills the view."
        ],
        [
          93.27,
          "Carry the result into communication",
          "A presentation chart appears beside the conversation before the closing benefit statement."
        ]
      ],
      "takeaway": "Use a device or format change to signal a change in responsibility: notice, inspect, model and communicate.",
      "caution": "These are edited illustrative financial screens, not financial advice or a validated acquisition model. No caption track was available.",
      "rank": 78,
      "title": "Get a daily CFO briefing with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=bl2eGejkbaU",
      "publication_date": "2026-08-13",
      "duration_seconds": 108,
      "upload_type": "Video",
      "frames": [
        {
          "time": 18.654545454545453,
          "requested_time": 18.65,
          "label": "Make the briefing scannable",
          "caption": "A phone view shows a conditional-go assessment and a short checklist.",
          "image": "/videos/storytelling/latest-100/media/bl2eGejkbaU/0018655.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bl2eGejkbaU&t=18s"
        },
        {
          "time": 74.61818181818181,
          "requested_time": 74.62,
          "label": "Inspect the working model",
          "caption": "A spreadsheet with assumptions, totals and a plotted curve fills the view.",
          "image": "/videos/storytelling/latest-100/media/bl2eGejkbaU/0074618.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bl2eGejkbaU&t=74s"
        },
        {
          "time": 93.27272727272727,
          "requested_time": 93.27,
          "label": "Carry the result into communication",
          "caption": "A presentation chart appears beside the conversation before the closing benefit statement.",
          "image": "/videos/storytelling/latest-100/media/bl2eGejkbaU/0093273.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=bl2eGejkbaU&t=93s"
        }
      ]
    },
    {
      "id": "94Td-y5z5rk",
      "short_title": "Give a generated app something to decide",
      "category": "workflow",
      "pattern": "Forecasting request → app → decision conditions → scenarios",
      "question": "What makes the generated forecasting interface more than an attractive dashboard?",
      "reading": "The app’s headline and decision status stay visible as the film moves through charts, conditions and scenario controls. A conditional-go screen and a list of required proofs give the generated surface a decision role. Later changes in the scenario view provide an ending beyond the initial app reveal.",
      "beats": [
        [
          14.65,
          "Start with the request",
          "A forecasting request in the composer leads to a work thread and generated app previews."
        ],
        [
          36.13,
          "Show the model as an interface",
          "Sliders and a forecast chart appear within the green-and-cream app."
        ],
        [
          49.8,
          "Make the conditions explicit",
          "A page lists four proofs needed before a final go decision."
        ],
        [
          64.45,
          "Use the result",
          "Scenario controls and contribution figures remain on screen before the closing message."
        ]
      ],
      "takeaway": "After revealing a generated interface, show the decision and one meaningful interaction it supports.",
      "caution": "The sample establishes an illustrated scenario, not the correctness of the underlying financial forecast or live computation.",
      "rank": 79,
      "title": "Build custom financial forecasting apps with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=94Td-y5z5rk",
      "publication_date": "2026-08-13",
      "duration_seconds": 83,
      "upload_type": "Video",
      "frames": [
        {
          "time": 14.647058823529411,
          "requested_time": 14.65,
          "label": "Start with the request",
          "caption": "A forecasting request in the composer leads to a work thread and generated app previews.",
          "image": "/videos/storytelling/latest-100/media/94Td-y5z5rk/0014647.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=94Td-y5z5rk&t=14s"
        },
        {
          "time": 49.8,
          "requested_time": 49.8,
          "label": "Make the conditions explicit",
          "caption": "A page lists four proofs needed before a final go decision.",
          "image": "/videos/storytelling/latest-100/media/94Td-y5z5rk/0049800.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=94Td-y5z5rk&t=49s"
        },
        {
          "time": 64.4470588235294,
          "requested_time": 64.45,
          "label": "Use the result",
          "caption": "Scenario controls and contribution figures remain on screen before the closing message.",
          "image": "/videos/storytelling/latest-100/media/94Td-y5z5rk/0064447.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=94Td-y5z5rk&t=64s"
        }
      ]
    },
    {
      "id": "Ljm3nHQQiSk",
      "short_title": "End reconciliation with an owner and an action",
      "category": "workflow",
      "pattern": "Close request → discrepancy → evidence → release conditions → handoff",
      "question": "What happens after the numbers have been reconciled?",
      "reading": "The work response moves from a quarterly close summary to a variance bridge, account details and release gates. A late move into a team conversation gives the findings somewhere to go. That handoff makes the ending about operational ownership rather than merely producing another report.",
      "beats": [
        [
          15.65,
          "Name the close task",
          "A quarter-end reconciliation request opens the work sequence."
        ],
        [
          39.13,
          "Make the discrepancy visible",
          "A green-and-red contribution chart explains a variance within the written analysis."
        ],
        [
          65.54,
          "State what still has to happen",
          "A release-gates section appears after the account-level evidence."
        ],
        [
          73.37,
          "Hand the finding to the team",
          "A finance-channel message summarizes the close status and required follow-up."
        ]
      ],
      "takeaway": "A report demo becomes a story when its ending identifies what changes next and who must act.",
      "caution": "The edited screens do not verify financial accuracy, completed controls or delivery of a real workplace message.",
      "rank": 80,
      "title": "Reconcile quarter-end financials with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=Ljm3nHQQiSk",
      "publication_date": "2026-08-13",
      "duration_seconds": 90,
      "upload_type": "Video",
      "frames": [
        {
          "time": 15.65217391304348,
          "requested_time": 15.65,
          "label": "Name the close task",
          "caption": "A quarter-end reconciliation request opens the work sequence.",
          "image": "/videos/storytelling/latest-100/media/Ljm3nHQQiSk/0015652.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ljm3nHQQiSk&t=15s"
        },
        {
          "time": 39.130434782608695,
          "requested_time": 39.13,
          "label": "Make the discrepancy visible",
          "caption": "A green-and-red contribution chart explains a variance within the written analysis.",
          "image": "/videos/storytelling/latest-100/media/Ljm3nHQQiSk/0039130.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ljm3nHQQiSk&t=39s"
        },
        {
          "time": 73.36956521739131,
          "requested_time": 73.37,
          "label": "Hand the finding to the team",
          "caption": "A finance-channel message summarizes the close status and required follow-up.",
          "image": "/videos/storytelling/latest-100/media/Ljm3nHQQiSk/0073370.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=Ljm3nHQQiSk&t=73s"
        }
      ]
    },
    {
      "id": "_HCks5jkPLw",
      "short_title": "Keep the reasoning beside the board artifact",
      "category": "workflow",
      "pattern": "Question → tabular analysis → editable report → presenter return",
      "question": "How can a polished board artifact retain a visible connection to its working evidence?",
      "reading": "The early screen is dominated by a work thread and financial tables, with a small presenter view in the corner. A document then opens beside that thread, carrying tables and charts into a board-oriented format. Keeping both panes visible makes the artifact read as the product of the preceding analysis.",
      "beats": [
        [
          13.73,
          "Establish the working analysis",
          "Tables and written findings appear in a work thread beside a small presenter view."
        ],
        [
          78.44,
          "Open the resulting artifact",
          "An editable document appears next to the source conversation."
        ],
        [
          98.05,
          "Show the communication layer",
          "A chart and profit-plan section are visible in the document while the conversation remains alongside."
        ],
        [
          143.16,
          "Return to the accountable person",
          "The presenter fills the frame before the closing identity."
        ]
      ],
      "takeaway": "At the artifact reveal, preserve enough of the source workspace to explain where the result came from.",
      "caution": "The samples support the screen progression, not a verification of every financial claim or document edit. Captions were unavailable.",
      "rank": 81,
      "title": "Use ChatGPT Work to deliver board-ready reporting",
      "source_url": "https://www.youtube.com/watch?v=_HCks5jkPLw",
      "publication_date": "2026-08-13",
      "duration_seconds": 151,
      "upload_type": "Video",
      "frames": [
        {
          "time": 13.727272727272727,
          "requested_time": 13.73,
          "label": "Establish the working analysis",
          "caption": "Tables and written findings appear in a work thread beside a small presenter view.",
          "image": "/videos/storytelling/latest-100/media/_HCks5jkPLw/0013727.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_HCks5jkPLw&t=13s"
        },
        {
          "time": 78.44155844155843,
          "requested_time": 78.44,
          "label": "Open the resulting artifact",
          "caption": "An editable document appears next to the source conversation.",
          "image": "/videos/storytelling/latest-100/media/_HCks5jkPLw/0078442.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_HCks5jkPLw&t=78s"
        },
        {
          "time": 143.15584415584414,
          "requested_time": 143.16,
          "label": "Return to the accountable person",
          "caption": "The presenter fills the frame before the closing identity.",
          "image": "/videos/storytelling/latest-100/media/_HCks5jkPLw/0143156.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_HCks5jkPLw&t=143s"
        }
      ]
    },
    {
      "id": "mOAHWk24D28",
      "short_title": "Preview the app, then explain the decision behind it",
      "category": "workflow",
      "pattern": "Result preview → presenter context → work thread → scenario comparison",
      "question": "Why should the audience care about the forecast interface before seeing how it was made?",
      "reading": "A forecast chart appears before the presenter’s main explanation. The middle returns to the work thread, and the ending spends several sampled positions on the app’s scenarios and diverging lines. This is a preview-and-return structure: the second appearance of the artifact has the context supplied by the intervening explanation.",
      "beats": [
        [
          5.84,
          "Preview the destination",
          "A purple-headed forecast app and line chart appear beside a small presenter view."
        ],
        [
          31.14,
          "Supply a person and context",
          "The presenter fills the frame through the early explanation."
        ],
        [
          62.27,
          "Show the working request",
          "The screen returns to a work thread with analysis and an eventual app result."
        ],
        [
          110.92,
          "Compare the outcomes",
          "The app shows scenario controls and multiple forecast lines through the later passage."
        ]
      ],
      "takeaway": "Use a brief outcome preview when the setup is long, then return to the same artifact for a more informed inspection.",
      "caution": "Without captions, the presenter’s detailed argument is not reconstructed. The samples show scenario displays, not validated forecast calculations.",
      "rank": 82,
      "title": "Use ChatGPT Work to build custom forecasting apps",
      "source_url": "https://www.youtube.com/watch?v=mOAHWk24D28",
      "publication_date": "2026-08-13",
      "duration_seconds": 144,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.837837837837839,
          "requested_time": 5.84,
          "label": "Preview the destination",
          "caption": "A purple-headed forecast app and line chart appear beside a small presenter view.",
          "image": "/videos/storytelling/latest-100/media/mOAHWk24D28/0005838.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mOAHWk24D28&t=5s"
        },
        {
          "time": 31.135135135135137,
          "requested_time": 31.14,
          "label": "Supply a person and context",
          "caption": "The presenter fills the frame through the early explanation.",
          "image": "/videos/storytelling/latest-100/media/mOAHWk24D28/0031135.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mOAHWk24D28&t=31s"
        },
        {
          "time": 110.91891891891893,
          "requested_time": 110.92,
          "label": "Compare the outcomes",
          "caption": "The app shows scenario controls and multiple forecast lines through the later passage.",
          "image": "/videos/storytelling/latest-100/media/mOAHWk24D28/0110919.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=mOAHWk24D28&t=110s"
        }
      ]
    },
    {
      "id": "6VwIXjFj6YQ",
      "short_title": "Compress one complete task into an announcement",
      "category": "launch",
      "pattern": "Promise → concrete request → visible wait → editable result → promise return",
      "question": "What can a short announcement show beyond a feature name?",
      "reading": "The film’s large typography quickly gives way to a single launch-board request. Work-status text bridges the request and a purple site result, including a visible editing view. The return to the opening promise closes a compact loop around one understandable task.",
      "beats": [
        [
          2.9,
          "Name the action",
          "A short title presents launching a site as the central action."
        ],
        [
          10.63,
          "Make the request specific",
          "The composer asks for a shareable page for a named product launch."
        ],
        [
          18.37,
          "Reveal a recognizable result",
          "The response opens a launch-board site with a large title and grouped work areas."
        ],
        [
          20.3,
          "Show the result can be handled",
          "A text-formatting menu appears over the site before the final promise."
        ]
      ],
      "takeaway": "Even a short launch film can carry one concrete request through to a usable artifact. Reserve a moment for the outcome itself.",
      "caution": "The edited waiting labels are not an elapsed-time measurement. The samples do not prove publication or access behavior.",
      "rank": 83,
      "title": "You can just launch Sites | ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=6VwIXjFj6YQ",
      "publication_date": "2026-08-13",
      "duration_seconds": 29,
      "upload_type": "Video",
      "frames": [
        {
          "time": 2.9,
          "requested_time": 2.9,
          "label": "Name the action",
          "caption": "A short title presents launching a site as the central action.",
          "image": "/videos/storytelling/latest-100/media/6VwIXjFj6YQ/0002900.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6VwIXjFj6YQ&t=2s"
        },
        {
          "time": 10.633333333333333,
          "requested_time": 10.63,
          "label": "Make the request specific",
          "caption": "The composer asks for a shareable page for a named product launch.",
          "image": "/videos/storytelling/latest-100/media/6VwIXjFj6YQ/0010633.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6VwIXjFj6YQ&t=10s"
        },
        {
          "time": 20.299999999999997,
          "requested_time": 20.3,
          "label": "Show the result can be handled",
          "caption": "A text-formatting menu appears over the site before the final promise.",
          "image": "/videos/storytelling/latest-100/media/6VwIXjFj6YQ/0020300.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=6VwIXjFj6YQ&t=20s"
        }
      ]
    },
    {
      "id": "-vvGAKtV_Ek",
      "short_title": "Let the prompt reveal the mess the product resolves",
      "category": "launch",
      "pattern": "Cross-tool promise → mixed-source request → work → coherent deck",
      "question": "How can a short film make cross-tool work feel familiar?",
      "reading": "The informally worded request names a spreadsheet, a PDF and a team thread. That small collection of source types establishes the coordination problem without a separate setup scene. The resulting launch deck gives the opening promise a concrete ending.",
      "beats": [
        [
          7.71,
          "Accumulate the inputs",
          "The composer contains a launch-results sheet and recap PDF, with a team-thread reference added in the prompt."
        ],
        [
          14.46,
          "Bridge the transformation",
          "Work-status text describes building a leadership-oriented launch deck."
        ],
        [
          18.32,
          "Show the coherent artifact",
          "A branded deck preview replaces the disparate input references."
        ],
        [
          21.21,
          "Return to the promise",
          "The final large-text statement reiterates finishing the work."
        ]
      ],
      "takeaway": "A specific, recognizable request can do the setup work. Show the different inputs before presenting their coherent output.",
      "caution": "This short edit does not establish actual processing time, completeness of retrieval or accuracy of the deck.",
      "rank": 84,
      "title": "You can just finish the work | ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=-vvGAKtV_Ek",
      "publication_date": "2026-08-13",
      "duration_seconds": 27,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.714285714285714,
          "requested_time": 7.71,
          "label": "Accumulate the inputs",
          "caption": "The composer contains a launch-results sheet and recap PDF, with a team-thread reference added in the prompt.",
          "image": "/videos/storytelling/latest-100/media/-vvGAKtV_Ek/0007714.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-vvGAKtV_Ek&t=7s"
        },
        {
          "time": 14.464285714285715,
          "requested_time": 14.46,
          "label": "Bridge the transformation",
          "caption": "Work-status text describes building a leadership-oriented launch deck.",
          "image": "/videos/storytelling/latest-100/media/-vvGAKtV_Ek/0014464.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-vvGAKtV_Ek&t=14s"
        },
        {
          "time": 18.321428571428573,
          "requested_time": 18.32,
          "label": "Show the coherent artifact",
          "caption": "A branded deck preview replaces the disparate input references.",
          "image": "/videos/storytelling/latest-100/media/-vvGAKtV_Ek/0018321.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=-vvGAKtV_Ek&t=18s"
        }
      ]
    },
    {
      "id": "OEkxKdhtQng",
      "short_title": "Make the artifact do some of the testimonial’s work",
      "category": "human",
      "pattern": "Customer account → concrete request → artifact construction → editable handoff",
      "question": "How does a customer interview become more inspectable?",
      "reading": "The customer’s account is supported by a work sequence that progresses from a request and plan to a valuation chart and a presentation editor. The interview remains the source of the efficiency assessment, but the artifact progression gives the viewer something more specific than an endorsement.",
      "beats": [
        [
          17.79,
          "Attribute the account",
          "A lower third identifies the customer’s co-founder and CEO."
        ],
        [
          32.61,
          "Show the request becoming a plan",
          "A work conversation lists intended research and presentation work."
        ],
        [
          43.48,
          "Expose a concrete part of the result",
          "A valuation chart appears within the generated material."
        ],
        [
          54.35,
          "Show an editable destination",
          "The chart is visible in a presentation editor before returning to the interview."
        ]
      ],
      "takeaway": "Pair a customer’s claim with a traceable artifact, and let the final handoff show how the customer continues the work.",
      "caution": "Customer efficiency and model-comparison claims were not independently tested. Sampled subtitle fragments are not a reviewed full transcript.",
      "rank": 85,
      "title": "How Model ML Uses GPT-5.6 Sol to Get Finance Work Done More Efficiently",
      "source_url": "https://www.youtube.com/watch?v=OEkxKdhtQng",
      "publication_date": "2026-08-10",
      "duration_seconds": 84,
      "upload_type": "Video",
      "frames": [
        {
          "time": 17.788235294117648,
          "requested_time": 17.79,
          "label": "Attribute the account",
          "caption": "A lower third identifies the customer’s co-founder and CEO.",
          "image": "/videos/storytelling/latest-100/media/OEkxKdhtQng/0017788.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OEkxKdhtQng&t=17s"
        },
        {
          "time": 32.61176470588235,
          "requested_time": 32.61,
          "label": "Show the request becoming a plan",
          "caption": "A work conversation lists intended research and presentation work.",
          "image": "/videos/storytelling/latest-100/media/OEkxKdhtQng/0032612.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OEkxKdhtQng&t=32s"
        },
        {
          "time": 54.35294117647059,
          "requested_time": 54.35,
          "label": "Show an editable destination",
          "caption": "The chart is visible in a presentation editor before returning to the interview.",
          "image": "/videos/storytelling/latest-100/media/OEkxKdhtQng/0054353.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=OEkxKdhtQng&t=54s"
        }
      ]
    },
    {
      "id": "p_slDAvPjv0",
      "short_title": "Teach a reporting habit in numbered steps",
      "category": "lesson",
      "pattern": "Example → steps → review → shared result",
      "question": "What makes a recurring report a sequence someone can remember?",
      "reading": "Numbered steps and prompt overlays divide the job into a small routine. Example dashboards and the final team update show what that routine is for, while the presenter remains the stable guide across the graphics.",
      "beats": [
        [
          11.76,
          "Preview the destination",
          "A dashboard illustration appears beside the presenter before the numbered instructions begin."
        ],
        [
          46.96,
          "Name the required context",
          "A prompt overlay lists approved sources; a following overlay asks for a weekly report using a designated source of truth."
        ],
        [
          58.73,
          "Make review a distinct step",
          "A numbered review-and-schedule title appears before the scheduling prompt."
        ],
        [
          78.29,
          "Show who receives the result",
          "A team-message example summarizes the report, after paired dashboard and report illustrations."
        ]
      ],
      "takeaway": "For a repeatable process, give each step a verb and show the destination before asking the audience to remember the sequence.",
      "caution": "The on-screen examples are marked as illustrative. The study did not observe a later scheduled run or independently check the reported metrics.",
      "rank": 86,
      "title": "How to Schedule a Weekly Metrics Report With ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=p_slDAvPjv0",
      "publication_date": "2026-08-06",
      "duration_seconds": 94,
      "upload_type": "Video",
      "frames": [
        {
          "time": 11.76175,
          "requested_time": 11.76,
          "label": "Preview the destination",
          "caption": "A dashboard illustration appears beside the presenter before the numbered instructions begin.",
          "image": "/videos/storytelling/latest-100/media/p_slDAvPjv0/0011762.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=p_slDAvPjv0&t=11s"
        },
        {
          "time": 46.963583,
          "requested_time": 46.96,
          "label": "Name the required context",
          "caption": "A prompt overlay lists approved sources; a following overlay asks for a weekly report using a designated source of truth.",
          "image": "/videos/storytelling/latest-100/media/p_slDAvPjv0/0046964.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=p_slDAvPjv0&t=46s"
        },
        {
          "time": 78.286542,
          "requested_time": 78.29,
          "label": "Show who receives the result",
          "caption": "A team-message example summarizes the report, after paired dashboard and report illustrations.",
          "image": "/videos/storytelling/latest-100/media/p_slDAvPjv0/0078287.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=p_slDAvPjv0&t=78s"
        }
      ]
    },
    {
      "id": "TryfaGZwvIE",
      "short_title": "Connect a scenario control to a real planning question",
      "category": "lesson",
      "pattern": "Preview → connect forecast → pose decision → build scenario tool → inspect",
      "question": "Which decision gives the interactive forecast a purpose?",
      "reading": "The lesson previews a current-outlook screen, then uses numbered instructions and prompt overlays to connect a forecast to a specific retention assumption. The final app return shows both the forecast and a decision control, making the interaction a continuation of the question rather than a decorative dashboard feature.",
      "beats": [
        [
          12.87,
          "Preview the useful screen",
          "A current-outlook interface shows a forecast chart beside controls."
        ],
        [
          45.53,
          "Ground the task in a source",
          "The prompt asks to review an existing revenue forecast and a retention assumption."
        ],
        [
          62.36,
          "Specify the decision tool",
          "A prompt asks for a site that compares outlooks and lets leaders test alternative retention values."
        ],
        [
          83.14,
          "Inspect the decision surface",
          "A close view of an action control follows the completed app preview."
        ]
      ],
      "takeaway": "Before showing a slider or scenario switch, explain which decision it helps someone make.",
      "caution": "The example is an illustrative planning lesson. Sampled screens do not establish financial accuracy or the full effect of each control.",
      "rank": 87,
      "title": "How to Turn a Forecast Spreadsheet Into an Interactive Planning Tool With ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=TryfaGZwvIE",
      "publication_date": "2026-08-06",
      "duration_seconds": 97,
      "upload_type": "Video",
      "frames": [
        {
          "time": 12.86734693877551,
          "requested_time": 12.87,
          "label": "Preview the useful screen",
          "caption": "A current-outlook interface shows a forecast chart beside controls.",
          "image": "/videos/storytelling/latest-100/media/TryfaGZwvIE/0012867.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=TryfaGZwvIE&t=12s"
        },
        {
          "time": 45.53061224489796,
          "requested_time": 45.53,
          "label": "Ground the task in a source",
          "caption": "The prompt asks to review an existing revenue forecast and a retention assumption.",
          "image": "/videos/storytelling/latest-100/media/TryfaGZwvIE/0045531.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=TryfaGZwvIE&t=45s"
        },
        {
          "time": 83.14285714285714,
          "requested_time": 83.14,
          "label": "Inspect the decision surface",
          "caption": "A close view of an action control follows the completed app preview.",
          "image": "/videos/storytelling/latest-100/media/TryfaGZwvIE/0083143.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=TryfaGZwvIE&t=83s"
        }
      ]
    },
    {
      "id": "UaeWJK_vv-Y",
      "short_title": "Turn a specification launch into a small build",
      "category": "explanation",
      "pattern": "Name the standard → show its form → expand an example",
      "question": "What does a developer need to see before a new specification feels usable?",
      "reading": "The announcement passes quickly through ecosystem recognition into documentation and a small configuration file. The file grows in visible stages, giving the specification a practical form before the closing destination link.",
      "beats": [
        [
          24,
          "Locate the ecosystem",
          "A row of supporting-company marks follows the specification announcement card."
        ],
        [
          36,
          "Show the entry point",
          "A documentation page presents the plugin package and an example structure."
        ],
        [
          74,
          "Make the unit concrete",
          "The editor's configuration expands and a block is highlighted, following earlier samples with a minimal file."
        ],
        [
          94,
          "Give the viewer somewhere to continue",
          "The film ends with branding and the specification site's address after returning to the presenter."
        ]
      ],
      "takeaway": "For a developer launch, show the smallest useful unit of work and how it grows. End on a specific continuation destination.",
      "caution": "No captions were available. The visual sequence does not demonstrate cross-tool interoperability or validate the specification's technical promises.",
      "rank": 88,
      "title": "Introducing Agent Plugins",
      "source_url": "https://www.youtube.com/watch?v=UaeWJK_vv-Y",
      "publication_date": "2026-08-06",
      "duration_seconds": 95,
      "upload_type": "Video",
      "frames": [
        {
          "time": 24.0,
          "requested_time": 24,
          "label": "Locate the ecosystem",
          "caption": "A row of supporting-company marks follows the specification announcement card.",
          "image": "/videos/storytelling/latest-100/media/UaeWJK_vv-Y/0024000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=UaeWJK_vv-Y&t=24s"
        },
        {
          "time": 36.0,
          "requested_time": 36,
          "label": "Show the entry point",
          "caption": "A documentation page presents the plugin package and an example structure.",
          "image": "/videos/storytelling/latest-100/media/UaeWJK_vv-Y/0036000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=UaeWJK_vv-Y&t=36s"
        },
        {
          "time": 74.0,
          "requested_time": 74,
          "label": "Make the unit concrete",
          "caption": "The editor's configuration expands and a block is highlighted, following earlier samples with a minimal file.",
          "image": "/videos/storytelling/latest-100/media/UaeWJK_vv-Y/0074000.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=UaeWJK_vv-Y&t=74s"
        }
      ]
    },
    {
      "id": "SJJBPwlPpww",
      "short_title": "Let the panel carry the argument",
      "category": "conversation",
      "pattern": "Host introduction → initial exchange → sustained panel → host close",
      "question": "What structure is visible when the main evidence is spoken discussion?",
      "reading": "A single host view becomes a two-person exchange, then a four-person panel that occupies nearly all later samples. The host returns alone near the close. This is a moderated conversation structure, with names and a stable layout providing orientation; it is not a sequence of illustrated clinical cases in the sampled visuals.",
      "beats": [
        [
          29.76,
          "Establish the host",
          "One named speaker appears within the blue-and-pink Forum layout."
        ],
        [
          128.97,
          "Open an exchange",
          "A second speaker joins in a two-person arrangement."
        ],
        [
          367.06,
          "Establish the panel",
          "Four named participants share a grid that persists across the middle and late samples."
        ],
        [
          2331.32,
          "Return to the host",
          "The single host view returns near the ending."
        ]
      ],
      "takeaway": "For a long discussion, make speaker identity and conversational roles easy to follow. Add explicit chaptering if the audience must find particular arguments later.",
      "caution": "This is a sparse visual-structure reading of a 39-minute discussion: 72 previews, no captions or listening. The official description supplies the medical-research topic; no clinical claims or individual arguments are evaluated here.",
      "rank": 89,
      "title": "How AI Helps Solve Medical Mysteries at Boston Children’s Hospital | OpenAI Forum",
      "source_url": "https://www.youtube.com/watch?v=SJJBPwlPpww",
      "publication_date": "2026-08-04",
      "duration_seconds": 2371,
      "upload_type": "Video",
      "frames": [
        {
          "time": 29.761506276150627,
          "requested_time": 29.76,
          "label": "Establish the host",
          "caption": "One named speaker appears within the blue-and-pink Forum layout.",
          "image": "/videos/storytelling/latest-100/media/SJJBPwlPpww/0029762.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SJJBPwlPpww&t=29s"
        },
        {
          "time": 367.05857740585776,
          "requested_time": 367.06,
          "label": "Establish the panel",
          "caption": "Four named participants share a grid that persists across the middle and late samples.",
          "image": "/videos/storytelling/latest-100/media/SJJBPwlPpww/0367059.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SJJBPwlPpww&t=367s"
        },
        {
          "time": 2331.317991631799,
          "requested_time": 2331.32,
          "label": "Return to the host",
          "caption": "The single host view returns near the ending.",
          "image": "/videos/storytelling/latest-100/media/SJJBPwlPpww/2331318.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=SJJBPwlPpww&t=2331s"
        }
      ]
    },
    {
      "id": "r64krUavXJU",
      "short_title": "Take the object back into the world it was made for",
      "category": "human",
      "pattern": "Playful question → parts and build → outdoor use → invitation",
      "question": "Can the finished object answer the opening question in its intended setting?",
      "reading": "A plush bird beside a field guide establishes an unusual premise. The middle shows parts, a workbench and a building conversation; the film then moves outdoors with the same object. That return to the real setting supplies a legible payoff without making the workshop the whole story.",
      "beats": [
        [
          6.75,
          "Give the experiment a question",
          "A large question overlays the plush bird and field guide."
        ],
        [
          14.47,
          "Expose the making",
          "A parts layout names electronics before a workbench and building interface."
        ],
        [
          32.81,
          "Move into use",
          "The bird hangs from a person outdoors, with a species-identification subtitle on screen."
        ],
        [
          42.46,
          "Return to the activity",
          "The field guide and bird appear together before the walking shot and invitation."
        ]
      ],
      "takeaway": "For a prototype story, reserve the ending for use in the intended setting. Carry the same recognizable object through the build and payoff.",
      "caution": "Visible identification subtitles are demonstration claims. No listening pass or independent species-identification test was performed.",
      "rank": 90,
      "title": "Meet Birding Pal",
      "source_url": "https://www.youtube.com/watch?v=r64krUavXJU",
      "publication_date": "2026-08-04",
      "duration_seconds": 55,
      "upload_type": "Video",
      "frames": [
        {
          "time": 6.754385964912281,
          "requested_time": 6.75,
          "label": "Give the experiment a question",
          "caption": "A large question overlays the plush bird and field guide.",
          "image": "/videos/storytelling/latest-100/media/r64krUavXJU/0006754.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=r64krUavXJU&t=6s"
        },
        {
          "time": 14.473684210526315,
          "requested_time": 14.47,
          "label": "Expose the making",
          "caption": "A parts layout names electronics before a workbench and building interface.",
          "image": "/videos/storytelling/latest-100/media/r64krUavXJU/0014474.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=r64krUavXJU&t=14s"
        },
        {
          "time": 42.45614035087719,
          "requested_time": 42.46,
          "label": "Return to the activity",
          "caption": "The field guide and bird appear together before the walking shot and invitation.",
          "image": "/videos/storytelling/latest-100/media/r64krUavXJU/0042456.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=r64krUavXJU&t=42s"
        }
      ]
    },
    {
      "id": "_Gd9yzAc-WI",
      "short_title": "Use a visible to-do list to hold a multi-app demo together",
      "category": "workflow",
      "pattern": "Unfinished list → conversation → several work surfaces → return to person",
      "question": "How can a demonstration visit several applications without becoming a feature list?",
      "reading": "An opening note lists concrete tasks before the speaker and voice interface appear. Later samples move through team messages, calendar entries, a creative deck and travel checkout. The to-do list gives those changes a shared workday context, while the person at the desk remains a visual anchor.",
      "beats": [
        [
          7.88,
          "Make the unfinished work visible",
          "A note lists event, website, meeting and speaker-list tasks."
        ],
        [
          82.71,
          "Show one work context",
          "A team thread about an offsite appears after the voice-enabled interface."
        ],
        [
          124.07,
          "Keep the cross-app thread concrete",
          "A calendar view shows events while the voice interface remains present."
        ],
        [
          157.55,
          "Expose a handoff",
          "A team message contains a deck link after a creative slide preview; a travel checkout follows later."
        ]
      ],
      "takeaway": "When several tools are involved, show a small set of unfinished tasks early and keep returning to the person doing them.",
      "caution": "Without captions or listening, the exact voice commands and completion of every opening task cannot be established. A checkout screen does not prove a purchase.",
      "rank": 91,
      "title": "Using Voice in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=_Gd9yzAc-WI",
      "publication_date": "2026-07-29",
      "duration_seconds": 193,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.877551020408163,
          "requested_time": 7.88,
          "label": "Make the unfinished work visible",
          "caption": "A note lists event, website, meeting and speaker-list tasks.",
          "image": "/videos/storytelling/latest-100/media/_Gd9yzAc-WI/0007878.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_Gd9yzAc-WI&t=7s"
        },
        {
          "time": 82.71428571428571,
          "requested_time": 82.71,
          "label": "Show one work context",
          "caption": "A team thread about an offsite appears after the voice-enabled interface.",
          "image": "/videos/storytelling/latest-100/media/_Gd9yzAc-WI/0082714.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_Gd9yzAc-WI&t=82s"
        },
        {
          "time": 157.55102040816325,
          "requested_time": 157.55,
          "label": "Expose a handoff",
          "caption": "A team message contains a deck link after a creative slide preview; a travel checkout follows later.",
          "image": "/videos/storytelling/latest-100/media/_Gd9yzAc-WI/0157551.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=_Gd9yzAc-WI&t=157s"
        }
      ]
    },
    {
      "id": "MLehRytu9Zo",
      "short_title": "Make a research announcement a conversation among peers",
      "category": "human",
      "pattern": "Shared room → named research context → several voices → shared room",
      "question": "What does a roundtable add to an access announcement?",
      "reading": "Four people gather at one table rather than facing a product screen. Wide shots, paired views, individual speakers and small hand-and-object details keep the discussion grounded in a shared setting. The visible structure emphasizes people considering research together; it supplies no worked software example.",
      "beats": [
        [
          9.81,
          "Name the setting and audience",
          "The academic-researcher title overlays the group gathering at the table."
        ],
        [
          35.33,
          "Establish the conversation",
          "A wide view locates all four participants in the same room."
        ],
        [
          107.94,
          "Attribute a perspective",
          "A participant’s name and discipline appear during an individual speaking shot."
        ],
        [
          172.71,
          "Return to the group",
          "The shared table recurs before closer listening and reaction views near the end."
        ]
      ],
      "takeaway": "For an announcement about a community, let the community’s setting and exchange carry the piece. Use named roles to give perspectives context.",
      "caution": "The program quantity in the source title is an announcement claim. With no full captions, this reading covers the visual conversation structure, not participants’ arguments or research outcomes.",
      "rank": 92,
      "title": "We're giving 100,000 academic researchers free access to our frontier models",
      "source_url": "https://www.youtube.com/watch?v=MLehRytu9Zo",
      "publication_date": "2026-07-29",
      "duration_seconds": 210,
      "upload_type": "Video",
      "frames": [
        {
          "time": 9.813084112149534,
          "requested_time": 9.81,
          "label": "Name the setting and audience",
          "caption": "The academic-researcher title overlays the group gathering at the table.",
          "image": "/videos/storytelling/latest-100/media/MLehRytu9Zo/0009813.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MLehRytu9Zo&t=9s"
        },
        {
          "time": 107.94392523364486,
          "requested_time": 107.94,
          "label": "Attribute a perspective",
          "caption": "A participant’s name and discipline appear during an individual speaking shot.",
          "image": "/videos/storytelling/latest-100/media/MLehRytu9Zo/0107944.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MLehRytu9Zo&t=107s"
        },
        {
          "time": 172.71028037383178,
          "requested_time": 172.71,
          "label": "Return to the group",
          "caption": "The shared table recurs before closer listening and reaction views near the end.",
          "image": "/videos/storytelling/latest-100/media/MLehRytu9Zo/0172710.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=MLehRytu9Zo&t=172s"
        }
      ]
    },
    {
      "id": "WeP9VUf1OoE",
      "short_title": "Put the explanation inside the demonstration",
      "category": "explanation",
      "pattern": "Name two modes → speaking person and transcript → examples → offline result",
      "question": "How can a transcription film explain its subject while visibly exercising it?",
      "reading": "The presenter sits beside a screen of transcribed text, and close views of that text interrupt the explanation. On-screen lists and changes in the visible transcript make the explanation itself the demonstration material. A later offline transcription screen distinguishes a second mode before the presenter closes.",
      "beats": [
        [
          5.87,
          "Name the live mode",
          "The product name overlays the presenter beside a transcript screen."
        ],
        [
          27.37,
          "Make the categories visible",
          "A short overlay lists speech cases including names and numbers."
        ],
        [
          89.94,
          "Let the output carry an example",
          "The transcript close-up includes more than one language."
        ],
        [
          107.54,
          "Separate the offline case",
          "An offline transcription screen shows a completed status and time labels."
        ]
      ],
      "takeaway": "When a tool transforms speech or text, use the explanation’s own material as the demonstration input. Keep different modes visually distinct.",
      "caution": "No audio was reviewed, so word accuracy, multilingual fidelity, latency and noise handling were not assessed. Visible timing labels are not measurements made here.",
      "rank": 93,
      "title": "Introducing gpt-transcribe and gpt-live-transcribe",
      "source_url": "https://www.youtube.com/watch?v=WeP9VUf1OoE",
      "publication_date": "2026-07-28",
      "duration_seconds": 131,
      "upload_type": "Video",
      "frames": [
        {
          "time": 5.865671641791045,
          "requested_time": 5.87,
          "label": "Name the live mode",
          "caption": "The product name overlays the presenter beside a transcript screen.",
          "image": "/videos/storytelling/latest-100/media/WeP9VUf1OoE/0005866.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WeP9VUf1OoE&t=5s"
        },
        {
          "time": 89.9402985074627,
          "requested_time": 89.94,
          "label": "Let the output carry an example",
          "caption": "The transcript close-up includes more than one language.",
          "image": "/videos/storytelling/latest-100/media/WeP9VUf1OoE/0089940.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WeP9VUf1OoE&t=89s"
        },
        {
          "time": 107.53731343283583,
          "requested_time": 107.54,
          "label": "Separate the offline case",
          "caption": "An offline transcription screen shows a completed status and time labels.",
          "image": "/videos/storytelling/latest-100/media/WeP9VUf1OoE/0107537.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=WeP9VUf1OoE&t=107s"
        }
      ]
    },
    {
      "id": "g-g6E-qtCjA",
      "short_title": "Carry an insight into the team’s next conversation",
      "category": "workflow",
      "pattern": "Customer signals → report → supporting records → recommendations → team handoff",
      "question": "What makes a revenue report part of work rather than an isolated output?",
      "reading": "The report first appears across desktop and phone, then opens into charts, supporting records and recommendation cards. The late return to a work thread and team conversation extends the sequence from finding a pattern to sharing an action. The final screen gives the analysis an organizational destination.",
      "beats": [
        [
          19.61,
          "Reveal the report in two contexts",
          "A weekly revenue report appears on desktop with a phone view alongside."
        ],
        [
          50.97,
          "Show what supports a finding",
          "A supporting-records pane opens beside the report."
        ],
        [
          76.46,
          "Move from explanation to recommendation",
          "An action card appears within the recommendations section."
        ],
        [
          121.55,
          "Hand the result into ongoing work",
          "A team conversation replaces the work interface near the ending."
        ]
      ],
      "takeaway": "Give a report a visible source and a visible destination. The recommendation should travel into the place where someone acts on it.",
      "caution": "The edited example does not independently validate the records, revenue figures or completion of the recommended action.",
      "rank": 94,
      "title": "ChatGPT Work for Sales: Revenue Intelligence for Sales Leaders",
      "source_url": "https://www.youtube.com/watch?v=g-g6E-qtCjA",
      "publication_date": "2026-07-28",
      "duration_seconds": 149,
      "upload_type": "Video",
      "frames": [
        {
          "time": 19.605263157894736,
          "requested_time": 19.61,
          "label": "Reveal the report in two contexts",
          "caption": "A weekly revenue report appears on desktop with a phone view alongside.",
          "image": "/videos/storytelling/latest-100/media/g-g6E-qtCjA/0019605.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=g-g6E-qtCjA&t=19s"
        },
        {
          "time": 50.973684210526315,
          "requested_time": 50.97,
          "label": "Show what supports a finding",
          "caption": "A supporting-records pane opens beside the report.",
          "image": "/videos/storytelling/latest-100/media/g-g6E-qtCjA/0050974.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=g-g6E-qtCjA&t=50s"
        },
        {
          "time": 121.55263157894736,
          "requested_time": 121.55,
          "label": "Hand the result into ongoing work",
          "caption": "A team conversation replaces the work interface near the ending.",
          "image": "/videos/storytelling/latest-100/media/g-g6E-qtCjA/0121553.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=g-g6E-qtCjA&t=121s"
        }
      ]
    },
    {
      "id": "5DbZAMGZ5oM",
      "short_title": "Keep the same account recognizable through every handoff",
      "category": "workflow",
      "pattern": "Team signal → source document → account brief → outreach → meeting material",
      "question": "What holds an account-research workflow together across many surfaces?",
      "reading": "A team thread and source document lead into an account brief, then an email draft and a presentation. Repeated account context supplies continuity as the film crosses applications. The ending returns to the team thread, closing the loop around a customer opportunity rather than around a single generated file.",
      "beats": [
        [
          14.87,
          "Expose the source material",
          "An earnings-call document follows the opening team conversation."
        ],
        [
          38.65,
          "Connect the brief to evidence",
          "A source-detail pane opens beside the account brief."
        ],
        [
          57.49,
          "Turn research into outreach",
          "An email draft appears after the brief and stakeholder views."
        ],
        [
          77.31,
          "Carry the context forward",
          "A presentation slide about the customer’s needs precedes more team-thread follow-up."
        ]
      ],
      "takeaway": "In a cross-app sequence, repeat the account, project or document identity at each handoff so the viewer can follow one thread.",
      "caution": "Drafts and thread views do not establish a sent email, successful customer response or verified commercial outcome.",
      "rank": 95,
      "title": "ChatGPT Work for Sales: Account Research and Customer Outreach",
      "source_url": "https://www.youtube.com/watch?v=5DbZAMGZ5oM",
      "publication_date": "2026-07-28",
      "duration_seconds": 112,
      "upload_type": "Video",
      "frames": [
        {
          "time": 14.867256637168142,
          "requested_time": 14.87,
          "label": "Expose the source material",
          "caption": "An earnings-call document follows the opening team conversation.",
          "image": "/videos/storytelling/latest-100/media/5DbZAMGZ5oM/0014867.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5DbZAMGZ5oM&t=14s"
        },
        {
          "time": 38.65486725663717,
          "requested_time": 38.65,
          "label": "Connect the brief to evidence",
          "caption": "A source-detail pane opens beside the account brief.",
          "image": "/videos/storytelling/latest-100/media/5DbZAMGZ5oM/0038655.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5DbZAMGZ5oM&t=38s"
        },
        {
          "time": 77.30973451327434,
          "requested_time": 77.31,
          "label": "Carry the context forward",
          "caption": "A presentation slide about the customer’s needs precedes more team-thread follow-up.",
          "image": "/videos/storytelling/latest-100/media/5DbZAMGZ5oM/0077310.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=5DbZAMGZ5oM&t=77s"
        }
      ]
    },
    {
      "id": "hjXi7b01s2c",
      "short_title": "Build the meeting around an account-specific question",
      "category": "workflow",
      "pattern": "Research request → agenda → account workspace → tailored material → team handoff",
      "question": "How does the film move from generic preparation to a specific customer conversation?",
      "reading": "The work thread produces a meeting schedule and an account workspace before the tailored presentation appears. The deck and supporting material are therefore framed as consequences of the account context. A final team-channel view gives the preparation a visible handoff.",
      "beats": [
        [
          31.4,
          "Make preparation concrete",
          "A dated meeting outline appears, followed by a schedule of activities."
        ],
        [
          45.14,
          "Show the account context",
          "An account workspace includes people and supporting information."
        ],
        [
          67.71,
          "Reveal tailored communication",
          "A presentation about the customer’s priorities appears beside the work thread."
        ],
        [
          86.36,
          "Hand the material to the team",
          "A workplace channel replaces the preparation interface near the ending."
        ]
      ],
      "takeaway": "Show the account-specific question and meeting context before revealing the polished deck.",
      "caution": "The sequence is an edited demonstration, not evidence that the meeting occurred or that the proposed sales approach succeeded.",
      "rank": 96,
      "title": "ChatGPT Work for Sales: Account Planning and Meeting Prep",
      "source_url": "https://www.youtube.com/watch?v=hjXi7b01s2c",
      "publication_date": "2026-07-28",
      "duration_seconds": 105,
      "upload_type": "Video",
      "frames": [
        {
          "time": 31.401869158878508,
          "requested_time": 31.4,
          "label": "Make preparation concrete",
          "caption": "A dated meeting outline appears, followed by a schedule of activities.",
          "image": "/videos/storytelling/latest-100/media/hjXi7b01s2c/0031402.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=hjXi7b01s2c&t=31s"
        },
        {
          "time": 67.71028037383178,
          "requested_time": 67.71,
          "label": "Reveal tailored communication",
          "caption": "A presentation about the customer’s priorities appears beside the work thread.",
          "image": "/videos/storytelling/latest-100/media/hjXi7b01s2c/0067710.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=hjXi7b01s2c&t=67s"
        },
        {
          "time": 86.35514018691589,
          "requested_time": 86.36,
          "label": "Hand the material to the team",
          "caption": "A workplace channel replaces the preparation interface near the ending.",
          "image": "/videos/storytelling/latest-100/media/hjXi7b01s2c/0086355.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=hjXi7b01s2c&t=86s"
        }
      ]
    },
    {
      "id": "q9TPE7pKkIo",
      "short_title": "Turn a pipeline exception into coordinated work",
      "category": "workflow",
      "pattern": "Brief → discrepancy → priorities → action plan → team coordination",
      "question": "What is the visible consequence of noticing a forecast problem?",
      "reading": "The film moves from a forecast brief to a priorities interface that makes a gap visible. Plans and supporting work appear next, followed by a team channel, a shared plan and notification controls. This ending extends the story into coordination instead of stopping at the dashboard.",
      "beats": [
        [
          15.76,
          "Identify the issue",
          "A highlighted section isolates a point within the forecast brief."
        ],
        [
          45.3,
          "Make the gap inspectable",
          "A priorities page compares a current figure with a target using charts and explanatory text."
        ],
        [
          66.97,
          "Translate it into a plan",
          "An action-plan pane opens next to the work interface."
        ],
        [
          100.46,
          "Show coordination artifacts",
          "A shared sprint-plan view appears in the team channel before later notification and message screens."
        ]
      ],
      "takeaway": "After a dashboard reveals a discrepancy, show one concrete coordination step that follows from it.",
      "caution": "The selected screens do not verify the business figures, completion of the sprint or delivery of every message.",
      "rank": 97,
      "title": "ChatGPT Work for Sales: Pipeline and Forecast Intelligence",
      "source_url": "https://www.youtube.com/watch?v=q9TPE7pKkIo",
      "publication_date": "2026-07-28",
      "duration_seconds": 130,
      "upload_type": "Video",
      "frames": [
        {
          "time": 15.757575757575758,
          "requested_time": 15.76,
          "label": "Identify the issue",
          "caption": "A highlighted section isolates a point within the forecast brief.",
          "image": "/videos/storytelling/latest-100/media/q9TPE7pKkIo/0015758.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=q9TPE7pKkIo&t=15s"
        },
        {
          "time": 45.303030303030305,
          "requested_time": 45.3,
          "label": "Make the gap inspectable",
          "caption": "A priorities page compares a current figure with a target using charts and explanatory text.",
          "image": "/videos/storytelling/latest-100/media/q9TPE7pKkIo/0045303.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=q9TPE7pKkIo&t=45s"
        },
        {
          "time": 100.45454545454545,
          "requested_time": 100.46,
          "label": "Show coordination artifacts",
          "caption": "A shared sprint-plan view appears in the team channel before later notification and message screens.",
          "image": "/videos/storytelling/latest-100/media/q9TPE7pKkIo/0100455.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=q9TPE7pKkIo&t=100s"
        }
      ]
    },
    {
      "id": "oXu6JGxW_YM",
      "short_title": "Use an event to place a professional voice",
      "category": "human",
      "pattern": "Speaker → event context → community → speaker",
      "question": "What does the setting add to a professional interview?",
      "reading": "The film repeatedly returns to one interview while widening out to an industry gathering. The event images place the speaker within a professional community; they establish context and social presence more than a product demonstration.",
      "beats": [
        [
          6.76,
          "Place the conversation",
          "An OpenAI and Legora event title appears over a city street, followed by venue branding."
        ],
        [
          20.28,
          "Show the public setting",
          "A seated discussion and audience appear among interview shots and networking scenes."
        ],
        [
          60.8,
          "Return to the community",
          "Attendees converse in the venue between further interview passages, before the film settles back on the speaker."
        ]
      ],
      "takeaway": "Use event footage to show where an interview belongs, while keeping its evidentiary role clear. A room of engaged people provides context, not proof of a product outcome.",
      "caution": "No usable captions were retrieved. This reading does not reconstruct the interview's legal-industry claims from its title.",
      "rank": 98,
      "title": "Navigating AI Transformation in the Legal Industry | Jonathan Williams, Head of France, Legora",
      "source_url": "https://www.youtube.com/watch?v=oXu6JGxW_YM",
      "publication_date": "2026-07-27",
      "duration_seconds": 81,
      "upload_type": "Video",
      "frames": [
        {
          "time": 6.76,
          "requested_time": 6.76,
          "label": "Place the conversation",
          "caption": "An OpenAI and Legora event title appears over a city street, followed by venue branding.",
          "image": "/videos/storytelling/latest-100/media/oXu6JGxW_YM/0006760.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=oXu6JGxW_YM&t=6s"
        },
        {
          "time": 20.28,
          "requested_time": 20.28,
          "label": "Show the public setting",
          "caption": "A seated discussion and audience appear among interview shots and networking scenes.",
          "image": "/videos/storytelling/latest-100/media/oXu6JGxW_YM/0020280.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=oXu6JGxW_YM&t=20s"
        },
        {
          "time": 60.8,
          "requested_time": 60.8,
          "label": "Return to the community",
          "caption": "Attendees converse in the venue between further interview passages, before the film settles back on the speaker.",
          "image": "/videos/storytelling/latest-100/media/oXu6JGxW_YM/0060800.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=oXu6JGxW_YM&t=60s"
        }
      ]
    },
    {
      "id": "jyuyY86GJnA",
      "short_title": "Build a long lesson from question, example and application",
      "category": "conversation",
      "pattern": "Define the question → product example → system choices → customer case → Q&A",
      "question": "How does a nearly hour-long session keep returning to one evaluative question?",
      "reading": "The early slides define value through outcomes and evidence, then move into Codex and system-level examples. A customer spotlight occupies a distinct middle section before a clearly labeled Q&A. The official chapter list and visible title cards provide orientation across a format much longer than the surrounding channel uploads.",
      "beats": [
        [
          278.55,
          "Make the evaluative question explicit",
          "A slide asks how to know whether extra tokens were worth it, with outcome, workflow, intelligence and evidence prompts."
        ],
        [
          1144.06,
          "Move from concept to configuration",
          "A work example displays a change-the-harness instruction after the API-feature section."
        ],
        [
          1750.91,
          "Give the customer case a mechanism",
          "A caching diagram appears within the customer spotlight, followed by further configuration slides."
        ],
        [
          2387.6,
          "Change the audience’s role",
          "A Q&A title precedes question cards beside speakers, with resources and a closing slide later."
        ]
      ],
      "takeaway": "For a long technical session, state the evaluative question first, group examples into named sections and reserve an explicit place for audience questions.",
      "caution": "The 72 previews and official chapter metadata support the macrostructure, not a complete account of the spoken arguments. No captions or listening pass was available, and customer performance figures were not reproduced.",
      "rank": 99,
      "title": "Build Hour: Valuemaxxing with GPT-5.6",
      "source_url": "https://www.youtube.com/watch?v=jyuyY86GJnA",
      "publication_date": "2026-07-24",
      "duration_seconds": 3273,
      "upload_type": "Video",
      "frames": [
        {
          "time": 278.55319148936167,
          "requested_time": 278.55,
          "label": "Make the evaluative question explicit",
          "caption": "A slide asks how to know whether extra tokens were worth it, with outcome, workflow, intelligence and evidence prompts.",
          "image": "/videos/storytelling/latest-100/media/jyuyY86GJnA/0278553.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jyuyY86GJnA&t=278s"
        },
        {
          "time": 1144.0577507598784,
          "requested_time": 1144.06,
          "label": "Move from concept to configuration",
          "caption": "A work example displays a change-the-harness instruction after the API-feature section.",
          "image": "/videos/storytelling/latest-100/media/jyuyY86GJnA/1144058.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jyuyY86GJnA&t=1144s"
        },
        {
          "time": 2387.598784194529,
          "requested_time": 2387.6,
          "label": "Change the audience’s role",
          "caption": "A Q&A title precedes question cards beside speakers, with resources and a closing slide later.",
          "image": "/videos/storytelling/latest-100/media/jyuyY86GJnA/2387599.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=jyuyY86GJnA&t=2387s"
        }
      ]
    },
    {
      "id": "PB7DBemxl3E",
      "short_title": "Give an innovation account a social setting",
      "category": "human",
      "pattern": "Founder account → event context → conversation → founder return",
      "question": "What does the setting contribute when the film offers no worked product demonstration?",
      "reading": "The founder’s interview is intercut with an exterior, a seated event conversation and people talking around the venue. These views establish an active professional setting around the account. The film depends on the speaker’s perspective and relationships rather than showing a task progressing through a product.",
      "beats": [
        [
          7.91,
          "Locate the gathering",
          "An exterior view interrupts the opening interview."
        ],
        [
          19.78,
          "Connect the interview to an event",
          "Two people sit before an audience against a branded backdrop."
        ],
        [
          50.45,
          "Show the surrounding conversation",
          "Guests talking in the venue appear between interview passages."
        ],
        [
          82.1,
          "Return to the account",
          "The founder fills the frame again before the closing identity."
        ]
      ],
      "takeaway": "Use event context when relationships and perspective are the substance of the story. Keep the speaker clearly attributed.",
      "caution": "Without a caption track, the founder’s detailed claims are not reconstructed. The sampled visuals contain no end-to-end product example.",
      "rank": 100,
      "title": "Building at the pace of AI innovation | Grant Lee, Gamma",
      "source_url": "https://www.youtube.com/watch?v=PB7DBemxl3E",
      "publication_date": "2026-07-24",
      "duration_seconds": 91,
      "upload_type": "Video",
      "frames": [
        {
          "time": 7.91304347826087,
          "requested_time": 7.91,
          "label": "Locate the gathering",
          "caption": "An exterior view interrupts the opening interview.",
          "image": "/videos/storytelling/latest-100/media/PB7DBemxl3E/0007913.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PB7DBemxl3E&t=7s"
        },
        {
          "time": 19.782608695652176,
          "requested_time": 19.78,
          "label": "Connect the interview to an event",
          "caption": "Two people sit before an audience against a branded backdrop.",
          "image": "/videos/storytelling/latest-100/media/PB7DBemxl3E/0019783.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PB7DBemxl3E&t=19s"
        },
        {
          "time": 82.09782608695653,
          "requested_time": 82.1,
          "label": "Return to the account",
          "caption": "The founder fills the frame again before the closing identity.",
          "image": "/videos/storytelling/latest-100/media/PB7DBemxl3E/0082098.webp",
          "width": 320,
          "height": 180,
          "source_url": "https://www.youtube.com/watch?v=PB7DBemxl3E&t=82s"
        }
      ]
    }
  ],
  "writing_modes": [
    {
      "id": "guide",
      "label": "Patient teacher",
      "purpose": "Help someone take a small first step.",
      "description": "The beginner lessons reduce the cost of trying. They introduce one ordinary goal, allow an imperfect first attempt and give the learner a useful next action. Reassurance is attached to something the person can do.",
      "language": "Address the learner as you; use let's for a shared start. Prefer familiar verbs, concrete alternatives and permission to revise. Use a direct instruction when the action needs to be unambiguous.",
      "example": "Let's make a checklist for Friday's review. Start with the three things the team needs to check. You can change the order once you see the list.",
      "effect": "One small task makes the invitation manageable. The final sentence makes revision ordinary instead of treating the first attempt as a test.",
      "watch": "Avoid explaining every exception before the learner has a foothold. Give a relevant boundary beside the action it qualifies.",
      "references": [
        "4UTn7oWvSJc",
        "P-8sCH6syag",
        "WY_PHjGilVs"
      ]
    },
    {
      "id": "demonstrate",
      "label": "Working demonstrator",
      "purpose": "Let the audience follow a decision as you make it.",
      "description": "The demos often connect a first-person intention to an artifact the audience can inspect. Preferences, tentative ideas and unanswered questions can stay in the language. The point is to make the presenter's reasoning followable.",
      "language": "Move between I for the choice and we for the inspection. Name the object before referring to it as this. Keep maybe when you are exploring; distinguish a finding from a possible explanation.",
      "example": "I need a checklist for Friday's review. Here's the draft. The owner column is empty, so I'll add a person for each item before I share it.",
      "effect": "The visible gap supplies a reason for the next action. This is a planned demo line: only use it if the matching draft and edit are actually shown.",
      "watch": "A request is not a completed result. Avoid narrating a successful edit, share or scheduled update before the evidence supports it.",
      "references": [
        "GzCsKuDgr6Q",
        "wK0zWeVyLM4",
        "0NUm552iB3U"
      ]
    },
    {
      "id": "explain",
      "label": "Technical peer",
      "purpose": "Make a mechanism understandable without losing its conditions.",
      "description": "The technical films begin with recognizable work or a reasonable objection, then explain the context, tools and human responsibilities needed to address it. A single task can carry quite a lot of technical detail.",
      "language": "Use because, if and before to expose the causal chain. Name the dependency before the benefit. An everyday analogy can introduce the problem; return to the actual mechanism afterward.",
      "example": "A useful review checklist needs the current release scope and an owner for each item. We'll check those inputs before we use the list to decide whether Friday's release is ready.",
      "effect": "The prerequisites earn the confidence of the final clause. The mechanism is useful because it serves a decision the audience already understands.",
      "watch": "Do not turn an analogy into a claim of equivalent capability, or remove a dependency to make the sentence sound more confident.",
      "references": [
        "bbNTY8O0GTY",
        "cXUmFec2PNY",
        "2YHa1vhnmK0"
      ]
    },
    {
      "id": "human",
      "label": "Personal story",
      "purpose": "Show why the work matters to a particular person.",
      "description": "These stories allow memory, vulnerability, ambition and a more expressive ending. The tool enters an existing life: a small team, a persistent project, a demanding job or a scientific hope.",
      "language": "Use details that belong to this person. Name the practical cost before widening into a feeling or ambition. Keep reported experience, future possibility and achieved outcome distinct.",
      "example": "I used to spend Thursday evening asking who still needed to check the release. Now I have one list to work through with the team. I want Friday's meeting to be about the decisions we still need to make.",
      "effect": "A recurring evening task gives the aspiration a concrete cause. This is a fictional character's example, not customer testimony or a measured improvement.",
      "watch": "Do not write an intimate anecdote for a real person and present it as their experience. Ask for the detail that is actually theirs.",
      "references": [
        "PSnJBfa183Y",
        "uA5PiAXKGis",
        "mPAmXQnhv2E"
      ]
    },
    {
      "id": "business",
      "label": "Business case",
      "purpose": "Connect a capability or opinion to a consequential piece of work.",
      "description": "Launch walkthroughs and testimonials can be emphatic. Their more useful passages give the praise an object: a task, a constraint, a particular result or a remaining bottleneck. Attribution carries much of their credibility.",
      "language": "State the work and its consequence. Keep personal assessments in the speaker's voice. Preserve the scope, baseline and uncertainty of any reported outcome; finish with the decision or next responsibility.",
      "example": "For Friday's review, the checklist gives each open item an owner and a decision to make. We'll judge whether it helps by checking what the team resolves in the meeting.",
      "effect": "The example names an operational use and an evaluation to perform. It makes no invented claim that the checklist has already saved time or improved delivery.",
      "watch": "The corpus contains sweeping praise. Treat that as a feature of the testimonial, not a reliability guarantee you can transfer to another product.",
      "references": [
        "VMgEQ7ym9WU",
        "Q_MEaNdMpZw",
        "A4BUbpKdenc"
      ]
    },
    {
      "id": "compact",
      "label": "Compact exchange",
      "purpose": "Supply just enough spoken context for the scene to carry the rest.",
      "description": "The two short examples use work already in progress as a premise. A version, a problem or a deadline can make a brief request intelligible. Evidence is thinner here, especially where the recognition captures very few words.",
      "language": "Name the current object, the required change and the constraint. Omit exposition only when the picture or established context supplies it. Brevity should preserve the request's meaning.",
      "example": "The checklist is ready. Add the owners before Friday's review.",
      "effect": "The short exchange relies on an established checklist and review. Without that context it needs an introduction, regardless of how concise it sounds.",
      "watch": "Sparse recognized speech does not establish silence, a measured pause or the full soundtrack. Use the original film to assess performance and sound.",
      "references": [
        "ceBruD6v5Bk",
        "PbfXbDbCthA"
      ]
    }
  ],
  "agent_guide": "# Write a new all-hands script from a reference\n\nUse this guide with a topic, an audience takeaway, confirmed facts and one\nchosen reference. The Script writer's **Download agent brief** combines those\ninputs with the reference analysis and this guide in a single Markdown file.\nTranscript imports are optional.\n\nHere, a good transcript means a **new spoken script an agent can write from\nthe references**. Study the order of thoughts, the relationship with the\naudience, the sentence construction and the work assigned to the picture.\nWrite original language for the new subject. Exact reference wording is not\nneeded to apply those patterns.\n\n## Instructions for the writing agent\n\nWrite the script itself, in the presenter's voice. Use the supplied brief and\nthe selected reference analysis. Deliver a draft that can be read aloud, with\nits visual plan alongside it.\n\n1. Identify the reference's opening move, progression, turning point and\n   ending. In two or three sentences, explain how those moves fit this topic.\n   Retain a distinctive move when useful: a question before a mechanism, a\n   revision inside a demo, or a concrete memory before a personal payoff.\n   Let the subject determine how many beats are needed.\n2. Select a writing approach from the language reading or the user's choice.\n   Identify who is choosing, doing, observing and judging. Use ordinary verbs,\n   concrete objects and connected sentences. Preserve the presenter's useful\n   uncertainty, enthusiasm and personal details when the brief supports them.\n3. Build the new argument from the supplied facts. Attach qualifications to\n   the claims they limit. Keep a requested action, a preview and a confirmed\n   result distinct. Attribute estimates, opinions and testimony to their\n   owners. Reference films and the fictional examples below provide writing\n   patterns; their products, people, results and demo data are not new facts.\n4. Draft the complete spoken text. Name an object before pointing to “this”\n   or “that.” Give each technical detail a purpose in the listener's task.\n   Connect beats through a cause, a question, a visible gap or a decision so\n   that the audience can follow why the next action happens.\n5. Plan the picture for each beat. Specify what must be visible before the\n   line, what changes during it, and what remains visible afterward. If the\n   line claims an outcome, name the evidence the viewer can inspect. Read the\n   applicable Poe2 instructions and inspect the actual feature before\n   proposing a Poe demo. Flag a demo that still needs validation.\n6. Read the whole draft aloud against the planned visuals. Cut repetition\n   when the picture already explains a detail. Add orientation when a listener\n   cannot locate the named object. Mark proposed holds by their purpose,\n   such as “keep the owner column visible through the assignment.” Set their\n   duration from the eventual recording.\n\nUse existing draft text as working material. Any passage copied from an imported\nreference still needs original wording and facts for the new subject. The\nselected reference is the main model; other attached references can supply a\nspecific beat without forcing several competing structures into one script.\n\nIf a necessary fact is missing, ask only for the detail that changes the\nscript. Draft the supported portions and label an unresolved line\n`[NEEDED: specific fact]`. Never fill a missing measurement, customer story,\nrelease status or successful demo with a plausible invention. A missing\nreference transcript does not prevent drafting from the supplied analysis.\n\n## Return these four things\n\n1. **Adaptation choice.** The reference, chosen writing approach, and the\n   story moves carried into this topic. Label editorial proposals as proposals.\n2. **Spoken script.** A complete beginning, development and ending in natural\n   paragraphs. Keep citations, production notes and stage directions outside\n   the spoken text. Include a word count. An optional target duration is a\n   rehearsal constraint, not a source of fabricated timestamps.\n3. **Narration and picture.** A table with columns: beat; spoken passage;\n   visual state/action/result; why the picture belongs here; evidence or open\n   check. Quote the corresponding passage from the new script so the mapping\n   is unambiguous. Describe proposed pacing with thought breaks and inspection\n   holds; leave recording in/out times unset until the performance exists.\n4. **Facts to resolve.** Only material open claims, unavailable demos or\n   missing personal details. Keep the script's working assumptions visible.\n\n## Choosing the relationship with the audience\n\nThese are editorial approaches drawn from the existing language guide. Match\nthem to the task; several can occur in one film.\n\n| Approach | Useful situation | Language and progression |\n| --- | --- | --- |\n| Working demonstrator | A product change the audience can inspect | Own the intention with “I”; invite inspection with “we.” Name the task, show an artifact, notice a gap, make a change and inspect the result. |\n| Technical peer | A mechanism or dependency needs explanation | Raise the reasonable question, name the dependency, show the mechanism and retain the human responsibility. Use “because,” “if” and “before” when the relationship is causal or conditional. |\n| Patient teacher | Someone needs a manageable first step | Establish one ordinary goal, give a concrete action and make revision a useful next move. Address the learner directly. |\n| Personal story | A real person's experience explains the stakes | Start from their specific work or memory. Let the tool enter that situation. Keep experience, aspiration and demonstrated outcome in their proper tense. |\n| Business case | A capability informs a consequential decision | State the work, show bounded evidence, keep the comparison and attribution, and finish with the decision or responsibility. |\n| Compact exchange | The picture already establishes the situation | Name the current object, the required change and the constraint. Supply any context that the picture cannot carry. |\n\nThe [tone and language guide](https://openai-film-fieldnotes-work.pages.dev/videos/storytelling/script-writer/tonality/)\nlinks each approach to its source readings. Its 25 text readings support\nlanguage analysis; they do not establish measured delivery, pauses or prosody.\nThe wider 100-film notes support additional story and visual adaptations.\n\n## Worked example A: a product walkthrough\n\n**Original fictional all-hands script.** This is a writing example about an\nimaginary review board. It does not describe Poe, OpenAI or a shipped feature.\nAll details below belong to the invented brief.\n\n**Brief.** Explain how to prepare Friday's review. The board has three items:\nexport, preview and sync. Export and preview have completed checks; sync needs\ninvestigation. All owner fields start empty. The presenter can assign owners\nand filter to unresolved items. Mina will own sync. Assigning an owner does\nnot change a check's result. The audience should bring unresolved items and\ntheir investigation plans to Friday's meeting.\n\n**Reference treatment.** The\n[dashboard walkthrough](https://openai-film-fieldnotes-work.pages.dev/videos/storytelling/latest-100/films/GzCsKuDgr6Q/)\nsupplies the movement from an ordinary task to a visible artifact and guided\ninspection. The\n[decision demo](https://openai-film-fieldnotes-work.pages.dev/videos/storytelling/script-writer/tonality/#case-wK0zWeVyLM4)\nsupplies the useful distinction between an observation and the next inquiry.\nThe sequence and wording below are an original adaptation.\n\n### Spoken script · 189 words\n\nFor Friday's review, I want us to arrive knowing which items still need a\ndecision and who is looking into them. Here's the board we'll use to prepare.\n\nThere are three items: export, preview and sync. The checks for export and\npreview are complete. Sync still needs investigation. If we look across the\nowner column, all three are empty, so the next step is to put a person against\neach one.\n\nI'll assign the owners now. Mina is taking sync. Her name appears beside the\nitem, and the status still says it needs investigation. We can see who will\nfollow up while keeping the outstanding work visible.\n\nNow I'll filter the board to the unresolved items. Sync is the one left in\nview. That's the item we need to discuss on Friday: what Mina has found, what\nshe still needs to check, and whether it affects the release.\n\nThe board gives that conversation a place to start. Before the meeting, check\nyour items, add anything that's still unresolved, and include the next step\nyou plan to take. Then we can spend the review on the decisions that need us.\n\n### Narration and picture\n\n| Beat | Spoken passage | Picture and pacing proposal | What the agent should learn |\n| --- | --- | --- | --- |\n| Motive | “For Friday's review…” | Establish the whole board before naming its rows. | Begin with a task the audience can recognize. |\n| Inspect | “There are three items…” | Show the three rows, then direct attention to their empty owner cells. Hold while each state is named. | Give the next action a visible reason. |\n| Change | “I'll assign the owners now…” | Show the assignments and Mina's name beside sync. Keep its unresolved status legible. | Describe the actual change with its remaining condition. |\n| Focus | “Now I'll filter the board…” | Show the filter action and the resulting single row. Let the viewer inspect it before moving on. | Use the resulting view to narrow the argument. |\n| Return to people | “The board gives that conversation…” | Retain the unresolved item or show an original preparation card with the requested actions. | Finish with a specific next responsibility. |\n\nThe language changes length with the task: a connected opening, short\norientation, a reason for action, then a longer closing instruction. These\nare writing choices to rehearse, not measured properties of the source films.\n\n## Worked example B: explaining a mechanism\n\n**Original fictional all-hands script.** This example uses the same imaginary\nreview process. Its additional briefing facts are: each check records its\ntester, build and tested path; mobile preview has passed, while desktop preview\nis untested; the team can open a check's details. No metric or outcome beyond\nthose facts is implied.\n\n**Reference treatment.** The\n[shared-definitions explanation](https://openai-film-fieldnotes-work.pages.dev/videos/storytelling/close-readings/films/bbNTY8O0GTY/)\nraises a trust question, gives the missing context a visible document, and\nkeeps review and maintenance inside the explanation. Here that progression\nbecomes a question about the meaning of a completed check.\n\n### Spoken script · 150 words\n\nWhen an item says the check is complete, what can we actually conclude from\nthat? We need to know what was checked before we use the status to make a\nrelease decision.\n\nEach check now includes the person who ran it, the build they used and the\npath they tested. I'll open the preview check. This one passed on mobile.\nDesktop preview still needs a check, so a completed result here applies to\nthe mobile path shown in the details.\n\nKeeping those details beside the result lets the next person understand its\nscope. If they're reviewing a different build or a different path, they'll\nknow which work still needs doing.\n\nBefore Friday, open the details for your items and check that they describe\nthe work you've actually done. Keep the untested paths visible. That gives\nthe release discussion a shared starting point and tells us where we still\nneed evidence.\n\n### Narration and picture\n\n| Beat | Spoken passage | Picture and pacing proposal | What the agent should learn |\n| --- | --- | --- | --- |\n| Question | “When an item says…” | Show the completed check in context. | Introduce the question before the detail panel. |\n| Mechanism | “Each check now includes…” | Open the real detail view and keep tester, build and path readable as they are named. | Make the dependency concrete. |\n| Qualification | “This one passed on mobile…” | Hold the tested path and the untested desktop path together. | Let the viewer see the boundary of the claim. |\n| Consequence | “Keeping those details beside…” | Keep the same detail view through the conditional sentence. | Preserve visual context while the explanation grows. |\n| Responsibility | “Before Friday…” | Show the check-details action or a preparation card. | End with a human action supported by the mechanism. |\n\nUse the chosen reference's own progression for a new task. These two examples\nshow how to carry a pattern through a complete script; they are not mandatory\nopening sentences, fixed lengths or a template to fill with product names.\n\n## Handoff to recording and production\n\nDrafting happens before recording. Once the user supplies the talking-head\nvideo, derive the transcript and timing from that actual performance,\nincluding its pauses. A reference timestamp, word count or estimated duration\ncannot stand in for that work.\n\nKeep the talking-head video and presentation video separate. Put narration\nin the talking-head asset. Plan a presentation lead-in and recognizable\ncontent transition as the manual OBS start cue. Record both the cue time\nand the intended talking-head playback offset; allow for the presenter's\nreaction and actual startup behavior.\n\nPrepare the timed storyboard and demo list for the project's single planned\nreview before production. Include real demo evidence, selected references,\nexport settings and unresolved details. On the shared playback timeline,\nthe presentation finishes while the supplied talking head still has its\nwave and ending pause. If that pause is absent, raise it in storyboard review.\nSet the actual offsets and buffer against the footage and a playback rehearsal.\n\n[Timing worksheet](https://openai-film-fieldnotes-work.pages.dev/videos/storytelling/worksheet/)\n",
  "agent_writing": {
    "language_readings": 25,
    "narration_picture_readings": 12,
    "worked_examples": 2,
    "transcript_import_required": false
  }
}
