{
  "title": "How photographers can license original images for AI training",
  "source_page": "https://fiund.com/industries/photographers",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Count original subjects and edited variants correctly",
    "context": "An invented product shoot uses owned inert objects and original image identifiers. It tests collection description and evaluation leakage, with no actual portfolio or client rights presumed.",
    "records": [
      [
        "SHOOT-A",
        "Original capture register",
        "Object Alder has six original viewing angles against a neutral background."
      ],
      [
        "EDIT-A",
        "Processing register",
        "Each Alder image has a crop and a color-adjusted version. Both retain their original capture identifier."
      ],
      [
        "SHOOT-B",
        "Separate original capture",
        "Object Birch has six original views under a different permitted setup."
      ],
      [
        "SPLIT-P1",
        "Proposed evaluation list",
        "An Alder crop is assigned to evaluation while its original is assigned to training."
      ]
    ],
    "question": "Does the evaluation list test transfer to an unseen subject? How should the related images be described?",
    "answer": "No. The evaluation crop and training original share the same capture and subject. Alder's six views and their edits should remain linked, rather than be counted as independent subjects. Birch offers a distinct subject for a proposed held-out group, subject to the intended task. Describe original captures, views, subjects and processed variants separately, and keep related versions on the same side of a split.",
    "failureModes": [
      "Counting every crop as a new independent photographed subject.",
      "Claiming new-subject evaluation while a related source image appears in training."
    ],
    "fields": [
      [
        "Shoot and subject",
        "Preserve which object and session generated each image."
      ],
      [
        "Original capture identifier",
        "Connect crops and edits to the source photograph."
      ],
      [
        "Permission reference",
        "Keep ownership, client and release scope with the shoot."
      ],
      [
        "Split group",
        "Group related captures before creating an evaluation set."
      ]
    ],
    "holdout": "Create a newly authored third object with changed lighting. Check the intended generalization without recycling the first shoot's variants.",
    "boundary": "Only invented metadata and independently owned practice images belong in the example. Real commissioned work, people, properties and existing representation need their own permission review."
  }
}