{
  "title": "Weight management program materials and claim evidence for AI",
  "source_page": "https://fiund.com/industries/weight-program-material-claims-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A current schedule does not supply evidence for an added outcome promise",
    "context": "An independently written fictional program outline describes a general classroom schedule. The task reviews supplied copy; it gives no nutrition, activity, medical or weight recommendation.",
    "records": [
      [
        "WM1",
        "Original practice outline V1",
        "Class on Monday; describes lessons only and states no guaranteed individual outcome."
      ],
      [
        "WM2",
        "Approved outline V2",
        "Effective day 5, class moves to Tuesday; no change to the absence of an outcome guarantee."
      ],
      [
        "WM3",
        "Promotional draft",
        "Uses Tuesday and adds every participant achieves the same result in one week. No supporting study, approval or outcome record supplied."
      ]
    ],
    "question": "Which current schedule is sourced, and does correctly using Tuesday establish support for the draft's universal result promise?",
    "answer": "WM2 supports Tuesday from day 5 and retains the outline's lack of a guaranteed individual outcome. WM3 correctly copies the schedule but adds a universal promise with no evidence or approval in the packet. Flag that sentence as unsupported rather than treating a correct date or polished promotional format as proof of effectiveness. Limit the finding to source and claim support without advising any individual about a health program.",
    "failureModes": [
      "Approving an entire promotional draft because its schedule is current.",
      "Turning descriptive program material into evidence for a guaranteed personal outcome."
    ],
    "fields": [
      [
        "Outline version and effective date",
        "Identifies the supported schedule."
      ],
      [
        "Exact promotional claim",
        "Makes the added promise inspectable."
      ],
      [
        "Evidence and approval source",
        "Shows the gap between a description and an outcome assertion."
      ]
    ],
    "holdout": "Supply a narrowly scoped study summary concerning a different population and measured endpoint. Require scope matching rather than treating the presence of any study as support for the universal draft promise.",
    "boundary": "Use original fictional materials only. Exclude measurements, body images, testimonials, attendance, payments and individual health data."
  }
}