{
  "title": "Apprenticeship task and sign-off records for AI",
  "source_page": "https://fiund.com/industries/apprenticeship-task-signoff-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Hours logged and competency signed off are separate facts",
    "context": "A fictional sponsor record contains artificial task hours and reviewer roles. The exercise evaluates document states rather than a person's skill, employment or apprenticeship eligibility.",
    "records": [
      [
        "AP1",
        "Mock activity log",
        "Task T-A: 6 practice hours; task T-B: 8 practice hours."
      ],
      [
        "AP2",
        "Authorized review card",
        "Reviewer role R signs off T-A against rubric V2. T-B observation scheduled, not completed."
      ],
      [
        "AP3",
        "Practice rule",
        "Only role R can issue the exercise sign-off. A peer note says T-B looks complete but cites no observation or rubric."
      ]
    ],
    "question": "Which task has an authorized recorded sign-off, and can the larger hour total or peer note supply one for T-B?",
    "answer": "AP2 records an authorized role-R sign-off for T-A under rubric V2. AP1 records more hours for T-B, but time spent is a different evidence type. AP3's peer note does not satisfy the stated reviewer rule, and T-B's observation is only scheduled. The answer should preserve the activity hours while leaving T-B's authorized sign-off unresolved, without judging any real trainee.",
    "failureModes": [
      "Converting an hour total into a competency result.",
      "Treating a scheduled observation or peer comment as the required reviewer sign-off."
    ],
    "fields": [
      [
        "Task and rubric version",
        "Defines what the sign-off concerns."
      ],
      [
        "Activity hours",
        "Preserves participation separately from evaluation."
      ],
      [
        "Reviewer authority and observation state",
        "Shows whether the documented rule has been met."
      ]
    ],
    "holdout": "Give T-B a completed observation but no role-R signature. Require the model to update observation status while keeping authorization incomplete.",
    "boundary": "Use independent fictional materials. Exclude trainee details, employer evaluations, real worksites and licensed program plans. Make no training or employment decision."
  }
}