{
  "schema_version": 1,
  "review_date": "2026-09-18",
  "frozen_at": "2026-09-18T18:12:29.811865+00:00",
  "route": "/videos/storytelling/latest-100/",
  "scope": "Newest 100 distinct public uploads in the Videos, Shorts and Live tab snapshots, ordered by official publication timestamp in UTC; ties use Videos listing position, then video ID.",
  "listing_limit": "A current public listing snapshot, not a historical archive of deleted or private uploads; no independent terminal-pagination audit.",
  "publication_window": [
    "2026-07-24",
    "2026-09-18"
  ],
  "counts": {
    "uploads": 100,
    "videos": 92,
    "shorts": 8,
    "live": 0,
    "sampled_positions": 2535,
    "published_stills": 300,
    "useful_caption_tracks": 21,
    "newly_sampled_video": 42,
    "retained_decoded_evidence": 16,
    "public_storyboard_previews": 42,
    "continuous_playback_reviews": 0,
    "listening_reviews": 0,
    "categories": {
      "explanation": 12,
      "workflow": 32,
      "launch": 14,
      "human": 28,
      "lesson": 12,
      "conversation": 2
    }
  },
  "source_extent_seconds": 16912,
  "source_extent_is_viewing_time": false,
  "overlap_with_previous_16": 6,
  "combined_unique_storytelling_ids": 110,
  "next_five_excluded": [
    {
      "id": "-_p2a6uWfjk",
      "title": "What is AI Slop?",
      "publication_timestamp": "2026-07-23T13:51:09-07:00",
      "tabs": [
        "shorts"
      ],
      "date_basis": "Fresh identity-checked official watch metadata"
    },
    {
      "id": "t8Ej9aeW388",
      "title": "How IT Admins can manage ChatGPT Work at scale | OpenAI",
      "publication_timestamp": "2026-07-23T13:50:48-07:00",
      "tabs": [
        "videos"
      ],
      "date_basis": "Fresh identity-checked official watch metadata"
    },
    {
      "id": "zq88iLsSfMA",
      "title": "How Enterprise Teams Use ChatGPT Work | Zapier, Shopify & Virgin Atlantic",
      "publication_timestamp": "2026-07-23T13:23:01-07:00",
      "tabs": [
        "videos"
      ],
      "date_basis": "Fresh identity-checked official watch metadata"
    },
    {
      "id": "E0ZMOschrTU",
      "title": "Building with ChatGPT Voice | OpenAI",
      "publication_timestamp": "2026-07-23T12:40:16-07:00",
      "tabs": [
        "videos"
      ],
      "date_basis": "Fresh identity-checked official watch metadata"
    },
    {
      "id": "oikd-FocWrI",
      "title": "Now it won’t take you 10 years to get tickets",
      "publication_timestamp": "2026-07-23T11:58:16-07:00",
      "tabs": [
        "shorts"
      ],
      "date_basis": "Fresh identity-checked official watch metadata"
    }
  ],
  "comparisons": [
    {
      "id": "change",
      "label": "Show a change",
      "title": "One revision, or several transformations?",
      "films": [
        "4gYJxduFN3c",
        "imPtIEAEHSU"
      ],
      "notes": [
        "The coloring-page lesson shows an initial result, one specific revision request and a changed composition.",
        "The sketch launch repeats a rough-to-finished relationship across a character, chair, garden and other subjects."
      ],
      "reading": "Both structures depend on a starting state the viewer can recognize. The lesson explains how to refine one result; the launch establishes range by repeating the same relationship. Their endings answer different questions: how to improve this image, or what kinds of things the capability might help create.",
      "application": "Choose one visible revision when the audience needs to learn a workflow. Use a few matched transformations when the spoken point is breadth. Keep each input visible long enough to compare it with its output; set that duration against the actual recording.",
      "limit": "Neither sampled sequence establishes generation time or the complete prompting history."
    },
    {
      "id": "thread",
      "label": "Carry a task",
      "title": "A long handoff and a compressed one.",
      "films": [
        "5DbZAMGZ5oM",
        "-vvGAKtV_Ek"
      ],
      "notes": [
        "The account story carries one customer context through a source document, brief, outreach draft, deck and team thread.",
        "The short launch names several source types in one prompt, then reveals a coherent deck."
      ],
      "reading": "The longer film makes the handoffs part of the explanation. The short film puts much of that setup inside the prompt itself. Both give the viewer a recognizable object to follow, even when the application or document type changes.",
      "application": "Name the project, account or artifact early. Repeat that identity at each application change. Include a handoff only when it advances the spoken argument; a larger number of screens is not evidence of a stronger story.",
      "limit": "A draft, link or message view does not by itself prove a completed external action."
    },
    {
      "id": "testimony",
      "label": "Support a claim",
      "title": "The person’s account and the inspectable artifact.",
      "films": [
        "0NUm552iB3U",
        "4bGb2OjU5tA"
      ],
      "notes": [
        "The font-playground short shows letter forms and controls above the conversation, giving the viewer states to compare.",
        "The editing-work short stays on the speaker throughout the inspected samples; no timeline or finished edit is shown."
      ],
      "reading": "A face and a clear claim can carry a useful testimonial. Adding an artifact changes what the viewer can inspect, but it still does not reproduce the complete process. These two shorts are a practical reminder to distinguish a reported benefit, a presented result and a demonstrated operation.",
      "application": "Keep a customer or teammate’s account attributed. If the all-hands asks the audience to believe a specific capability, pair the account with a verified product moment that addresses that claim.",
      "limit": "Only sampled burned-in subtitle fragments were available for these two clips; their full spoken arguments were not reconstructed."
    },
    {
      "id": "mechanism",
      "label": "Explain a mechanism",
      "title": "Make the invisible part produce something visible.",
      "films": [
        "OSaP6bJoU44",
        "WeP9VUf1OoE"
      ],
      "notes": [
        "The live API film places waveform and backend views beside a physical display whose visible state changes.",
        "The transcription film places the explanation’s text on a screen next to the speaking presenter."
      ],
      "reading": "The first example links software to a separate physical response. The second makes the explanation itself the demonstration input. In both, a visible output gives an abstract capability a place in the scene.",
      "application": "Choose one output that makes the mechanism legible. Show the input, the relevant processing state and that output without implying that a technical trace proves qualities it cannot show.",
      "limit": "These visual readings do not assess audio quality, speech accuracy, interruption handling or latency."
    },
    {
      "id": "world",
      "label": "Give work a setting",
      "title": "Preparation pays off beyond the screen.",
      "films": [
        "mPAmXQnhv2E",
        "PbfXbDbCthA"
      ],
      "notes": [
        "The small-business film places phone and laptop use inside travel, venue setup, a public event and family life.",
        "In Harmony keeps a launch-brief task legible inside a stylized office scene, then returns to the shared room."
      ],
      "reading": "Both films give the interface a world around it. The customer story’s event makes preparation consequential; the office film’s recurring brief prevents the stylized setting from displacing the task. The people and their setting supply a reason to care about the output.",
      "application": "Connect a product result to the work or person it serves. For the all-hands, this may be one original team example after a screen demo, rather than a separate lifestyle montage.",
      "limit": "The sampled evidence does not support claims about choreography, soundtrack synchronization or real business impact."
    },
    {
      "id": "judgment",
      "label": "Keep judgment visible",
      "title": "Review is a story beat.",
      "films": [
        "yQZgOSHHxjk",
        "iZE2r-Vx5b8"
      ],
      "notes": [
        "The customer-meeting lesson makes review and approval an explicit step after preparing follow-up.",
        "The usage-analysis film includes an on-screen qualification about what activity metrics can establish before building a leadership deck."
      ],
      "reading": "These moments tell the viewer what remains for a person to decide. They also sharpen the product story: the useful result is a draft or an informed assessment with a next responsibility, not an unbounded promise of autonomy.",
      "application": "If review, permission or interpretation materially affects the demonstrated result, show it where it occurs in the task. Make the ending match the claim in the actual recording.",
      "limit": "An instructional approval step is not a test of the product’s permission enforcement."
    },
    {
      "id": "longform",
      "label": "Structure a long talk",
      "title": "A stable conversation needs different orientation.",
      "films": [
        "SJJBPwlPpww",
        "jyuyY86GJnA"
      ],
      "notes": [
        "The Forum discussion settles into a four-person grid after its introduction and returns to the host near the end.",
        "Build Hour uses an evaluative question, section titles, demonstrations, a customer case, Q&A cards and resources."
      ],
      "reading": "The Forum’s visible structure primarily identifies who is speaking. Build Hour also makes its instructional sections visible. That distinction matters when deciding whether a presentation needs conversational continuity, a navigable argument, or both.",
      "application": "For a long segment, state the question and show recognizable transitions between kinds of evidence. Keep the transition tied to a change in the argument rather than decorating every paragraph.",
      "limit": "Each long upload received 72 preview samples. With no captions or listening, this comparison covers macrostructure, not the complete spoken argument."
    },
    {
      "id": "range",
      "label": "Show creative range",
      "title": "One practitioner, or one identity, can hold the collection together.",
      "films": [
        "QDLlQ5IL2Bk",
        "-VukmrOT1eE"
      ],
      "notes": [
        "Tom Krcha’s account connects graphic symbols, event pages, photo treatments and a font tool through one practitioner.",
        "The templates film carries one racing-team identity from a name and logo into apparel and campaign imagery."
      ],
      "reading": "A collection becomes easier to follow when something persists across it. Here that continuity is either the maker’s practice or the identity being developed. The individual outputs can vary because the audience has a stable point of reference.",
      "application": "Choose what should persist before assembling a showcase: the person, the task, the source object or the visual identity. Remove examples that add variety without developing that thread.",
      "limit": "Presented variations do not establish originality, production readiness or representative model quality."
    }
  ],
  "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:28:31-07:00",
      "duration_seconds": 112,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:27:46-07:00",
      "duration_seconds": 42,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:27:02-07:00",
      "duration_seconds": 70,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:25:54-07:00",
      "duration_seconds": 43,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:25:37-07:00",
      "duration_seconds": 139,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-18T06:25:00-07:00",
      "duration_seconds": 92,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "rank": 7,
      "title": "Meet the Data Agent in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=VMgEQ7ym9WU",
      "publication_date": "2026-09-18",
      "publication_timestamp": "2026-09-18T06:24:22-07:00",
      "duration_seconds": 215,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-17T13:41:08-07:00",
      "duration_seconds": 78,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 9,
      "title": "ChatGPT for Word is now available",
      "source_url": "https://www.youtube.com/watch?v=lxVMdEpe0RQ",
      "publication_date": "2026-09-17",
      "publication_timestamp": "2026-09-17T12:12:10-07:00",
      "duration_seconds": 42,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-17T11:03:17-07:00",
      "duration_seconds": 59,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "rank": 11,
      "title": "Reimagining IT with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=Q_MEaNdMpZw",
      "publication_date": "2026-09-16",
      "publication_timestamp": "2026-09-16T19:11:53-07:00",
      "duration_seconds": 209,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-16T15:29:47-07:00",
      "duration_seconds": 103,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-16T15:29:43-07:00",
      "duration_seconds": 108,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-16T15:29:39-07:00",
      "duration_seconds": 98,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-16T15:29:36-07:00",
      "duration_seconds": 109,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-16T15:29:31-07:00",
      "duration_seconds": 101,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-16T15:29:27-07:00",
      "duration_seconds": 78,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-16T12:03:38-07:00",
      "duration_seconds": 193,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-15T16:31:15-07:00",
      "duration_seconds": 82,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "rank": 20,
      "title": "Detecting wildfires with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=PSnJBfa183Y",
      "publication_date": "2026-09-14",
      "publication_timestamp": "2026-09-14T08:57:33-07:00",
      "duration_seconds": 122,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-14T02:00:55-07:00",
      "duration_seconds": 196,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 22,
      "title": "GPT-6 Astra needs less babysitting",
      "source_url": "https://www.youtube.com/watch?v=SiJGdlmdUms",
      "publication_date": "2026-09-12",
      "publication_timestamp": "2026-09-12T08:00:30-07:00",
      "duration_seconds": 42,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 23,
      "title": "GPT-6 Astra added unexpected details",
      "source_url": "https://www.youtube.com/watch?v=ZlvkQYZo3ZE",
      "publication_date": "2026-09-11",
      "publication_timestamp": "2026-09-11T14:00:04-07:00",
      "duration_seconds": 56,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-11T10:06:25-07:00",
      "duration_seconds": 77,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 25,
      "title": "GPT-6 Astra handles the editing busywork",
      "source_url": "https://www.youtube.com/watch?v=4bGb2OjU5tA",
      "publication_date": "2026-09-11",
      "publication_timestamp": "2026-09-11T08:00:24-07:00",
      "duration_seconds": 72,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-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",
      "publication_timestamp": "2026-09-10T21:08:16-07:00",
      "duration_seconds": 53,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "full-useful",
      "rank": 27,
      "title": "Introducing the Agents API",
      "source_url": "https://www.youtube.com/watch?v=2YHa1vhnmK0",
      "publication_date": "2026-09-10",
      "publication_timestamp": "2026-09-10T12:26:05-07:00",
      "duration_seconds": 138,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 28,
      "title": "In Harmony",
      "source_url": "https://www.youtube.com/watch?v=PbfXbDbCthA",
      "publication_date": "2026-09-10",
      "publication_timestamp": "2026-09-10T10:29:32-07:00",
      "duration_seconds": 30,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-10T09:00:27-07:00",
      "duration_seconds": 141,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-10T09:00:09-07:00",
      "duration_seconds": 113,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 31,
      "title": "Discovering new antibiotics with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=0XLGisanEAs",
      "publication_date": "2026-09-10",
      "publication_timestamp": "2026-09-10T08:59:55-07:00",
      "duration_seconds": 129,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 32,
      "title": "Data agent in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=MSiAd36bGeQ",
      "publication_date": "2026-09-10",
      "publication_timestamp": "2026-09-10T08:07:22-07:00",
      "duration_seconds": 71,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-09T14:54:53-07:00",
      "duration_seconds": 56,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-09T14:39:53-07:00",
      "duration_seconds": 85,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-09-09T12:00:16-07:00",
      "duration_seconds": 228,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-08T12:11:55-07:00",
      "duration_seconds": 61,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 37,
      "title": "Templates with ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=-VukmrOT1eE",
      "publication_date": "2026-09-08",
      "publication_timestamp": "2026-09-08T11:48:03-07:00",
      "duration_seconds": 28,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 38,
      "title": "Sketch with ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=imPtIEAEHSU",
      "publication_date": "2026-09-08",
      "publication_timestamp": "2026-09-08T11:46:42-07:00",
      "duration_seconds": 34,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 39,
      "title": "Introducing ChatGPT Images 2.5",
      "source_url": "https://www.youtube.com/watch?v=6l7ble9P74o",
      "publication_date": "2026-09-08",
      "publication_timestamp": "2026-09-08T11:44:08-07:00",
      "duration_seconds": 58,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 40,
      "title": "GPT-6 Astra with Tom Krcha",
      "source_url": "https://www.youtube.com/watch?v=QDLlQ5IL2Bk",
      "publication_date": "2026-09-07",
      "publication_timestamp": "2026-09-07T10:15:32-07:00",
      "duration_seconds": 151,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-06T13:44:02-07:00",
      "duration_seconds": 63,
      "upload_type": "Shorts",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "rank": 42,
      "title": "GPT-6 Astra with Peter Gostev",
      "source_url": "https://www.youtube.com/watch?v=A4BUbpKdenc",
      "publication_date": "2026-09-06",
      "publication_timestamp": "2026-09-06T10:53:59-07:00",
      "duration_seconds": 159,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 43,
      "title": "GPT-6 Astra with Ben Davis",
      "source_url": "https://www.youtube.com/watch?v=B-jjnydci50",
      "publication_date": "2026-09-04",
      "publication_timestamp": "2026-09-04T17:11:56-07:00",
      "duration_seconds": 136,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 44,
      "title": "Introducing GPT-6 Astra for developers",
      "source_url": "https://www.youtube.com/watch?v=bOC3DisEOfg",
      "publication_date": "2026-09-04",
      "publication_timestamp": "2026-09-04T13:22:31-07:00",
      "duration_seconds": 203,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:29:12-07:00",
      "duration_seconds": 155,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:27:16-07:00",
      "duration_seconds": 167,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:25:30-07:00",
      "duration_seconds": 121,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:23:37-07:00",
      "duration_seconds": 168,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:21:56-07:00",
      "duration_seconds": 147,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-04T05:20:19-07:00",
      "duration_seconds": 155,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-03T14:20:49-07:00",
      "duration_seconds": 147,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-09-03T12:40:03-07:00",
      "duration_seconds": 163,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 53,
      "title": "Use ChatGPT Work on Your Phone",
      "source_url": "https://www.youtube.com/watch?v=yfnh8SuMbNw",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:46-07:00",
      "duration_seconds": 115,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 54,
      "title": "Create Slides, Docs, and Templates",
      "source_url": "https://www.youtube.com/watch?v=syML5KT-HzI",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:46-07:00",
      "duration_seconds": 197,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 55,
      "title": "Talk to ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=DLcQSp_CIIc",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:46-07:00",
      "duration_seconds": 111,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 56,
      "title": "Use Your Computer and Browser",
      "source_url": "https://www.youtube.com/watch?v=981SivztzOc",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:46-07:00",
      "duration_seconds": 149,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 57,
      "title": "Scheduled Tasks",
      "source_url": "https://www.youtube.com/watch?v=urXc4xxixVU",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:45-07:00",
      "duration_seconds": 130,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 58,
      "title": "Plugins & Skills",
      "source_url": "https://www.youtube.com/watch?v=5QPBVrAAdBk",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:45-07:00",
      "duration_seconds": 165,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "rank": 59,
      "title": "Build a Shareable Site",
      "source_url": "https://www.youtube.com/watch?v=0qK3KqvtRrg",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:45-07:00",
      "duration_seconds": 141,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "rank": 60,
      "title": "Getting Started with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=Rk4VyQxDq5s",
      "publication_date": "2026-08-28",
      "publication_timestamp": "2026-08-28T13:51:11-07:00",
      "duration_seconds": 233,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-27T14:30:15-07:00",
      "duration_seconds": 74,
      "upload_type": "Shorts",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-27T09:16:32-07:00",
      "duration_seconds": 128,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 63,
      "title": "What Codex Unlocks for loveholidays",
      "source_url": "https://www.youtube.com/watch?v=o38xYi2mtgc",
      "publication_date": "2026-08-26",
      "publication_timestamp": "2026-08-26T02:06:31-07:00",
      "duration_seconds": 212,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-25T13:17:22-07:00",
      "duration_seconds": 144,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 65,
      "title": "Build agent-ready sites with WebMCP",
      "source_url": "https://www.youtube.com/watch?v=Is2NHa7awWY",
      "publication_date": "2026-08-25",
      "publication_timestamp": "2026-08-25T13:15:30-07:00",
      "duration_seconds": 137,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 66,
      "title": "Codex, but make it weird. Hahahacks.",
      "source_url": "https://www.youtube.com/watch?v=2f9bBlGOuX4",
      "publication_date": "2026-08-25",
      "publication_timestamp": "2026-08-25T11:26:41-07:00",
      "duration_seconds": 77,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 67,
      "title": "No Limits on Text Chats with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=9MIkJHcMtVA",
      "publication_date": "2026-08-25",
      "publication_timestamp": "2026-08-25T10:21:58-07:00",
      "duration_seconds": 196,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 68,
      "title": "Make information visual with ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=jzmNh8lbSp8",
      "publication_date": "2026-08-24",
      "publication_timestamp": "2026-08-24T16:09:56-07:00",
      "duration_seconds": 86,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "full-useful",
      "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",
      "publication_timestamp": "2026-08-24T06:55:45-07:00",
      "duration_seconds": 40,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 21,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    },
    {
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-18T12:05:08-07:00",
      "duration_seconds": 108,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-18T12:02:05-07:00",
      "duration_seconds": 153,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-18T11:58:56-07:00",
      "duration_seconds": 100,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-17T11:25:48-07:00",
      "duration_seconds": 46,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-17T08:22:51-07:00",
      "duration_seconds": 71,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-14T10:19:17-07:00",
      "duration_seconds": 93,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-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",
      "publication_timestamp": "2026-08-13T23:30:28-07:00",
      "duration_seconds": 215,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 77,
      "title": "Computer History in ChatGPT",
      "source_url": "https://www.youtube.com/watch?v=W-HhMUe9hOg",
      "publication_date": "2026-08-13",
      "publication_timestamp": "2026-08-13T13:34:04-07:00",
      "duration_seconds": 190,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-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",
      "publication_timestamp": "2026-08-13T06:06:22-07:00",
      "duration_seconds": 108,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-13T06:05:30-07:00",
      "duration_seconds": 83,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 80,
      "title": "Reconcile quarter-end financials with ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=Ljm3nHQQiSk",
      "publication_date": "2026-08-13",
      "publication_timestamp": "2026-08-13T06:04:31-07:00",
      "duration_seconds": 90,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-13T04:31:36-07:00",
      "duration_seconds": 151,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-13T04:27:26-07:00",
      "duration_seconds": 144,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 83,
      "title": "You can just launch Sites | ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=6VwIXjFj6YQ",
      "publication_date": "2026-08-13",
      "publication_timestamp": "2026-08-13T01:12:53-07:00",
      "duration_seconds": 29,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-13T01:09:08-07:00",
      "duration_seconds": 27,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-10T06:33:42-07:00",
      "duration_seconds": 84,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-06T15:29:28-07:00",
      "duration_seconds": 94,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-06T15:29:01-07:00",
      "duration_seconds": 97,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 88,
      "title": "Introducing Agent Plugins",
      "source_url": "https://www.youtube.com/watch?v=UaeWJK_vv-Y",
      "publication_date": "2026-08-06",
      "publication_timestamp": "2026-08-06T09:13:08-07:00",
      "duration_seconds": 95,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · retained evidence",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-08-04T13:29:24-07:00",
      "duration_seconds": 2371,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 72,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 90,
      "title": "Meet Birding Pal",
      "source_url": "https://www.youtube.com/watch?v=r64krUavXJU",
      "publication_date": "2026-08-04",
      "publication_timestamp": "2026-08-04T10:43:45-07:00",
      "duration_seconds": 55,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 91,
      "title": "Using Voice in ChatGPT Work",
      "source_url": "https://www.youtube.com/watch?v=_Gd9yzAc-WI",
      "publication_date": "2026-07-29",
      "publication_timestamp": "2026-07-29T15:37:43-07:00",
      "duration_seconds": 193,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-29T10:23:02-07:00",
      "duration_seconds": 210,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 93,
      "title": "Introducing gpt-transcribe and gpt-live-transcribe",
      "source_url": "https://www.youtube.com/watch?v=WeP9VUf1OoE",
      "publication_date": "2026-07-28",
      "publication_timestamp": "2026-07-28T14:49:18-07:00",
      "duration_seconds": 131,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-28T07:25:26-07:00",
      "duration_seconds": 149,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-28T07:23:31-07:00",
      "duration_seconds": 112,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-28T07:20:18-07:00",
      "duration_seconds": 105,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-28T07:16:53-07:00",
      "duration_seconds": 130,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-27T05:37:15-07:00",
      "duration_seconds": 81,
      "upload_type": "Video",
      "visual_basis": "Decoded frames · new extraction",
      "sampling_clock": "Times locate sampled frames and approximate passages; they are not edit boundaries.",
      "sample_count": 25,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "rank": 99,
      "title": "Build Hour: Valuemaxxing with GPT-5.6",
      "source_url": "https://www.youtube.com/watch?v=jyuyY86GJnA",
      "publication_date": "2026-07-24",
      "publication_timestamp": "2026-07-24T12:47:16-07:00",
      "duration_seconds": 3273,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 72,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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.",
      "captions_review": "not-available",
      "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",
      "publication_timestamp": "2026-07-24T02:12:21-07:00",
      "duration_seconds": 91,
      "upload_type": "Video",
      "visual_basis": "Public storyboard previews",
      "sampling_clock": "Preview index and frame-rate estimates; times may drift from the original video.",
      "sample_count": 24,
      "continuous_playback_reviewed": false,
      "audio_reviewed": false,
      "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"
        }
      ]
    }
  ]
}
