Where is human approval required?
- Determine impact, ambiguity, consent, reversibility, and organizational authority.
- Approval must show the concrete action and bind to its version/hash, actor, scope, and expiry.
- Recheck current rules at execution; a long wait can invalidate earlier assumptions.
Avoid approval fatigue: routine reads need not all require clicks; consequential writes and genuine exceptions need the right review. Model-generated “approved” text is never an approval record.
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Where is human approval required?
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Determine impact, ambiguity, consent, reversibility, and organizational authority. Approval must show the concrete action and bind to its version/hash, actor, scope, and expiry. Recheck current rules at execution; a long wait can invalidate earlier…
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Practice this conceptAdapted from 13_AI.MD · “7. Where is human approval required?”. Examples are study fragments; framework behavior can depend on your version.