{
  "method": "Counts are recomputed from the image-inspected annotation table. Every finding uses all 764 inventoried upload items as its denominator; per-tab figures compare Videos (658), Shorts (70), Live (35), and uploads-only (1). The tab labels come from discovery, not inferred subject matter. Repeated byte-identical images count once per upload. Attributes overlap; the family/template fields each assign one value per item. The eight named templates are a deliberately narrow vocabulary, with other explicitly retained. Examples and counterexamples open actual source images and inspection notes. Descriptive counts do not establish click-through performance, causal effectiveness, historical design, or hidden A/B variants.",
  "patterns": [
    {
      "id": "scene-led-output",
      "title": "Some covers lead with the pictured world, not the interface.",
      "observed": "An illustrated, rendered, simulated or photographed output-like scene dominates these covers. Examples include a stylized haunted street, a smiling crab on a pale field, and an abstract painted texture. Identifiable software controls are not their organizing feature. Among the three channel tabs, excluding the uploads-only singleton, the highest observed proportion is Videos (45/658); the lowest is Shorts (1/70). These describe this listing snapshot, not a randomized comparison or a claim about platform strategy.",
      "interpretation": "These covers ask the image itself to supply the subject. They differ from software-led covers even when both accompany product-related uploads.",
      "adaptation": "When an authentic output is the point, show that result large and give it time to be read. Use only outputs you can demonstrate in the real product and assets cleared for the presentation.",
      "uncertainty": "The image alone does not establish AI generation, model identity, provenance or a genuine product result. Output-showcase is a visual editorial category, not a verified production method.",
      "numerator": 48,
      "denominator": 764,
      "example_ids": [
        "9DyK0Ig6_Rc",
        "kb9suz-kkoM",
        "RmnR6cl8EQU"
      ],
      "counterexample_ids": [
        "HaaKUFAOi84",
        "MLehRytu9Zo"
      ],
      "filter": {
        "family": "output-showcase"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 45,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 1,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 1,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 1,
          "denominator": 1
        }
      ]
    },
    {
      "id": "headline-is-a-choice",
      "title": "A headline is one route into the image.",
      "observed": "These thumbnails contain a prominent designed headline, large product/model name or overlaid caption. The same code covers type-only fields and text over photography; it does not mean every cover is minimalist. Among the three channel tabs, excluding the uploads-only singleton, the highest observed proportion is Live (30/35); the lowest is Shorts (20/70). These describe this listing snapshot, not a randomized comparison or a claim about platform strategy.",
      "interpretation": "The words can name a topic before the smaller scene details are read. A face-only portrait and an interface screenshot offer different entry points.",
      "adaptation": "Write one short, original chapter statement when the audience needs a premise. Let a clear product result or human action carry other screens without adding a headline by habit.",
      "uncertainty": "Display type is judged by visual role, not a measured point-size threshold. Small labels and app text are separate codes. Appearance does not establish comprehension, click-through rate or effectiveness.",
      "numerator": 476,
      "denominator": 764,
      "example_ids": [
        "5iu0nY9lIy8",
        "EDWbX_-RYws",
        "KHasJMg4zV4"
      ],
      "counterexample_ids": [
        "MLehRytu9Zo",
        "HaaKUFAOi84"
      ],
      "filter": {
        "typography": "large-display"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 426,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 20,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 30,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "interface-as-subject",
      "title": "Showing a device is not the same as showing the app.",
      "observed": "An identifiable application surface or device interface is a primary subject in this set. Visible controls, editor structure or app content distinguish these from laptop lids, isolated charts and chalkboards. Among the three channel tabs, excluding the uploads-only singleton, the highest observed proportion is Shorts (8/70); the lowest is Live (1/35). These describe this listing snapshot, not a randomized comparison or a claim about platform strategy.",
      "interpretation": "The viewer can see a specific kind of work surface rather than having to infer it from a product name or a person holding a device.",
      "adaptation": "Capture the real product state and crop to the action or result that supports the spoken point. Preserve native controls and honest output; do not invent a successful screen.",
      "uncertainty": "Prominence concerns focal role, not a strict pixel-area threshold. Staged/cropped app surfaces qualify when identifiable; interface presence alone does not validate product behavior or latency.",
      "numerator": 58,
      "denominator": 764,
      "example_ids": [
        "-TTyyY3VWh8",
        "_Gd9yzAc-WI",
        "HaaKUFAOi84",
        "y5hogSW2mqU"
      ],
      "counterexample_ids": [
        "yfnh8SuMbNw",
        "Br4l9YjCyRU"
      ],
      "filter": {
        "product_ui": "prominent"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 49,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 8,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 1,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "collage-is-not-minimal",
      "title": "The channel also uses deliberately busy composites.",
      "observed": "These covers combine multiple graphic or photographic elements: headline, cutouts, panels, small UI fragments, illustrated objects or oversized lettering across a scene.",
      "interpretation": "This is a materially different visual approach from the sparse title card. A single account supports several presentation formats rather than one universal house template.",
      "adaptation": "Use an original composite only when several related outcomes must be compared. Keep one dominant label or result, and avoid filling space with unrelated decorative objects.",
      "uncertainty": "Family is a single-label editorial grouping. Some mixed images could reasonably be placed in an adjacent family; the per-item notes preserve the actual visible components.",
      "numerator": 71,
      "denominator": 764,
      "example_ids": [
        "WwxZeU4WH14",
        "5UlRL_ImvQ0",
        "KHasJMg4zV4"
      ],
      "counterexample_ids": [
        "ceBruD6v5Bk",
        "MLehRytu9Zo"
      ],
      "filter": {
        "family": "designed-collage"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 67,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 3,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 1,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "white-centered-type",
      "title": "Plain white, centered words, very little else.",
      "observed": "A narrow repeated layout uses a plain white field and a compact black centered headline, with at most a small accent or corner mark. A colored product-word accent is allowed; a photographic scene or surrounding collage is not.",
      "interpretation": "The headline carries nearly all the visual information. White space makes the absence of competing content explicit.",
      "adaptation": "Use your own typeface and a brief original sentence as a chapter pause, then cut to authentic evidence. Choose the hold against the supplied recording, not thumbnail appearance.",
      "uncertainty": "Template assignment is visual and deliberately narrow. It does not identify the original font or establish animation, timing, historical design changes or superiority to image-led covers.",
      "numerator": 76,
      "denominator": 764,
      "example_ids": [
        "bl2eGejkbaU",
        "CaBXLZyaJYU",
        "blGtYq9mL18"
      ],
      "counterexample_ids": [
        "WwxZeU4WH14",
        "KHasJMg4zV4"
      ],
      "filter": {
        "template": "white-centered-type"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 66,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 1,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 9,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "galaxy-headline",
      "title": "A shared star field can bind a small series.",
      "observed": "These covers place centered white task statements over the same dark star-field/galaxy layout. The words change while the background and typographic placement remain closely matched.",
      "interpretation": "Repeated placement and background provide a visible series relationship. A starry scene containing a central app and mascot is a counterexample to this specific text template.",
      "adaptation": "For related chapters, repeat an original background and title position so only the argument changes. Do not import this source texture or use OpenAI identity as presentation branding.",
      "uncertainty": "A present-day cluster is not evidence of publication-era art direction or an A/B-test result. Exact background-file identity is not asserted unless byte hashes match.",
      "numerator": 6,
      "denominator": 764,
      "example_ids": [
        "5iu0nY9lIy8",
        "D-QteDHdHes",
        "HHt8CPJRviA"
      ],
      "counterexample_ids": [
        "IYYTI73J7Rg",
        "ceBruD6v5Bk"
      ],
      "filter": {
        "template": "galaxy-headline"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 6,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 0,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "loft-presenter",
      "title": "A familiar room supports repeated presenter covers.",
      "observed": "People, often behind a laptop or near a phone, occupy the bright loft/window/table or sofa setting under a white demonstration-topic caption. Many photographed devices face away from the viewer.",
      "interpretation": "The repeated room and text treatment relate the covers even when the topic or person changes. These images often establish a presenter rather than expose an interface.",
      "adaptation": "For an original presentation, repeat your own set, label position and capture scale. Keep source people and source imagery out of the production; research references do not replace a separate production review.",
      "uncertainty": "The room match is judged visually; production location and shoot dates are not established. White text over any portrait does not automatically qualify for this template.",
      "numerator": 39,
      "denominator": 764,
      "example_ids": [
        "syML5KT-HzI",
        "W-HhMUe9hOg",
        "E3dDr_QtBuo"
      ],
      "counterexample_ids": [
        "bhgYFRZLyKI",
        "MLehRytu9Zo"
      ],
      "filter": {
        "template": "loft-presenter"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 39,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 0,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "partner-labels",
      "title": "Two large labels frame people or places.",
      "observed": "A large OpenAI label at the top and a partner/company label below bracket a photographic subject. The subject can be a seated speaker or a city view; it is not always a logo-only card.",
      "interpretation": "The repeated top/bottom positions express a relationship while leaving the central photograph legible.",
      "adaptation": "Use original section and team labels to frame an authentic image when the relationship matters. Do not copy partner names, marks, source people or locations into the presentation.",
      "uncertainty": "This narrow template excludes on OpenAI self-labels and partner-themed graphic collages. Plain text mentions are not automatically counted as visible logos in the separate logo field.",
      "numerator": 36,
      "denominator": 764,
      "example_ids": [
        "o38xYi2mtgc",
        "8xqQzrLf0co",
        "TDM2Dz_MuPk"
      ],
      "counterexample_ids": [
        "K6wxZOqD-HY",
        "WwxZeU4WH14"
      ],
      "filter": {
        "template": "partner-labels"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 36,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 0,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "podcast-shelves",
      "title": "The podcast covers make a visible set of their own.",
      "observed": "Large white The OpenAI / Podcast text brackets seated microphone-equipped speakers against warm wooden shelving. The number and framing of people vary within the repeated layout.",
      "interpretation": "The set, microphones and fixed title positions jointly distinguish this series from generic speaker portraits or event interviews.",
      "adaptation": "For an original recurring segment, repeat a few useful structural choices rather than copying the set. Carry the subject’s identity in the content, not borrowed source branding.",
      "uncertainty": "This code describes the cover, not the audio or full-video format. A speaker, a microphone or warm shelving on its own is insufficient for membership.",
      "numerator": 21,
      "denominator": 764,
      "example_ids": [
        "KNPjRpNtQ7s",
        "CFqjjKp9Y-Q",
        "wNWz5Hbh5VQ"
      ],
      "counterexample_ids": [
        "MLehRytu9Zo",
        "Xk-X1TI2pQ4"
      ],
      "filter": {
        "template": "podcast-shelves"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 20,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 1,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "forum-color-field",
      "title": "A recurring color field does the grouping work.",
      "observed": "White OpenAI Forum text and a topic line sit on a two-color rounded/gradient field. The yellow/blue and pink/green examples retain the same separated header-and-title structure.",
      "interpretation": "Color can vary while the grouping stays recognizable through placement and broad shape.",
      "adaptation": "Choose original accessible color pairs for related presentation sections. Preserve the hierarchy while varying a color only when the section distinction is useful.",
      "uncertainty": "The source gradients are not production tokens or official color specifications. No causal attention or performance claim follows from their appearance.",
      "numerator": 5,
      "denominator": 764,
      "example_ids": [
        "SJJBPwlPpww",
        "76ABuBGX4IY",
        "DLP9CagE3dU"
      ],
      "counterexample_ids": [
        "jyuyY86GJnA",
        "vD_4Hce2G_w"
      ],
      "filter": {
        "template": "forum-color-field"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 5,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 0,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "build-hours-gradient",
      "title": "A title-led card can still include the speakers.",
      "observed": "A yellow-to-peach field carries a small OpenAI / Build Hours header, a large lower-left black topic, and one or more small circular portraits at the right.",
      "interpretation": "The portraits function as secondary identifiers; the large topic remains the main subject. People-present does not necessarily mean portrait-led.",
      "adaptation": "When needed, place original speaker identifiers below the argument in the hierarchy. Use only approved original imagery; do not copy the source portraits or branding.",
      "uncertainty": "Circle crops and gradient matching are visually coded, not measured source-design dimensions. This is a narrow series, not every cover associated with a similar title.",
      "numerator": 18,
      "denominator": 764,
      "example_ids": [
        "jyuyY86GJnA",
        "tK32trvj_b4",
        "kktBVmjA19A"
      ],
      "counterexample_ids": [
        "SJJBPwlPpww",
        "bH2nP-aCFjk"
      ],
      "filter": {
        "template": "build-hours-gradient"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 18,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 0,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 0,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    },
    {
      "id": "blue-codex-type",
      "title": "Blue abstract fields form another typographic family.",
      "observed": "Short black or white headlines sit on luminous blue/violet abstract fields, sometimes with a small terminal-like product icon. Some uploads reuse the identical current image.",
      "interpretation": "The broad color/texture family relates covers without requiring the same headline position or icon placement in every image.",
      "adaptation": "Create an original restrained background if related chapters need a shared visual identity. Treat any intended motion as a new design choice, not something recovered from a still.",
      "uncertainty": "These counts are upload items, not unique image designs. A blue background behind a dominant application surface is excluded from this type-led template.",
      "numerator": 14,
      "denominator": 764,
      "example_ids": [
        "u9zLlcsCDiQ",
        "DDnGhZ01PqM",
        "flvZ6jEj3VU"
      ],
      "counterexample_ids": [
        "y5hogSW2mqU",
        "vD_4Hce2G_w"
      ],
      "filter": {
        "template": "blue-codex-type"
      },
      "denominator_filter": {},
      "denominator_label": "all 764 inventoried upload items, including repeated image designs",
      "category_counts": [
        {
          "category": "Videos",
          "numerator": 12,
          "denominator": 658
        },
        {
          "category": "Shorts",
          "numerator": 1,
          "denominator": 70
        },
        {
          "category": "Live",
          "numerator": 1,
          "denominator": 35
        },
        {
          "category": "Uploads-only",
          "numerator": 0,
          "denominator": 1
        }
      ]
    }
  ],
  "image_identity": {
    "upload_items": 764,
    "distinct_byte_hashes": 756,
    "byte_identical_groups": 4,
    "items_in_byte_identical_groups": 12,
    "caveat": "Different byte hashes may still encode the same pixels or very similar designs; this is not a count of unique visual concepts."
  }
}