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A human decision should leave a record.

Show what was decided, who decided it, and what remains open.

A suggestion is not a decision

AI can organize options and evidence. It should also make uncertainty visible.

Every decision has limits

Record who chose what and what remains on hold. An unapproved suggestion is not permission to act.

Carry corrections forward

A human correction should inform the next similar task. Fewer repeated corrections is one sign that the system is learning.