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Bad review boundaries - AIIDIOTSAI Solutions

Bad review boundaries: the agent asks permission for trivial reversible steps, then takes an expensive or irreversible action without checking, and asks questionnaires instead of one decision.

Root cause: uncertainty, task risk, and missing preference collapsed into one confidence signal; boundaries live in the prompt instead of an enforced policy. First safe move: a decision table the model cannot edit — reversible and low-risk acts and logs; ambiguous objective asks one question; irreversible or spend or public or destructive requires approval.

Fix: a clarification policy separate from the model; gate on consequence not confidence; ask one decision-bearing question with option, consequence, and recommendation. Machine view: /solutions/review-boundaries.json.

Canonical route: https://aiidiots.ai/solutions/review-boundaries