{
  "schema": "vedokrok.public-item.v1",
  "release_id": "MHC-RPUB-20260920-75ad787a",
  "url": "/knowledge/record-your-answer-before-reading-consequential-ai-advice",
  "id": "MHC-D-RESEARCH-0496",
  "version": "0.1.0",
  "title": "Record your answer before reading consequential AI advice",
  "summary": "You cannot measure influence after the advice has already rewritten your memory of what you thought.",
  "kind": "protocol",
  "body": "For consequential or evaluative decisions, write your initial answer and confidence before opening the AI recommendation. After reading it, record the final answer and why it changed or did not. This creates an audit of advice uptake and protects the pre-advice state from hindsight.",
  "limits": [
    "Do not add ceremony to trivial tasks; use this where influence, accountability or calibration matters."
  ],
  "topics": [
    "union-ai-reliance-metacognition"
  ],
  "intents": [],
  "source_ids": [
    "RS-3CFE1F643A73D6BC"
  ],
  "evidence": [
    {
      "claim": "AI-generated advice can influence retrospective confidence in both AI and self, so post-advice confidence may not represent the independent pre-advice state.",
      "source_id": "RS-3CFE1F643A73D6BC",
      "role": "contextualizes",
      "note": "The magnitude and direction of confidence updating vary by task and person.",
      "locator": "Advice and confidence dynamics"
    }
  ],
  "use_when": [
    "AI will advise on a decision where you want to know how much it changed your judgment."
  ],
  "avoid_when": [
    "Do not add ceremony to trivial tasks; use this where influence, accountability or calibration matters."
  ],
  "example": "Before asking AI whether a migration plan is safe, record your own risk rating and main uncertainty.",
  "check": "The decision record can distinguish independent human judgment from the post-advice judgment.",
  "steps": [
    "The decision record can distinguish independent human judgment from the post-advice judgment."
  ],
  "sources": [
    {
      "id": "RS-3CFE1F643A73D6BC",
      "title": "AI advice and human metacognition",
      "url": "https://www.sciencedirect.com/science/article/pii/S0167923626001466"
    }
  ],
  "relations": [
    {
      "from": "MHC-D-RESEARCH-0496",
      "to": "MHC-D-RESEARCH-0497",
      "type": "useful_with",
      "url": "/knowledge/measure-adoption-not-just-whether-ai-was-consulted"
    }
  ],
  "collections": [
    {
      "id": "RC-39B535F35706B375",
      "title": "Calibrate when to rely on AI instead of measuring trust as a feeling",
      "url": "/collections/calibrate-when-to-rely-on-ai-instead-of-measuring-trust-as-a-feeling"
    }
  ]
}