Human review is a control, not a vibe
Design a human review step that specifies reviewer, evidence, threshold, and escalation.
The move: turn "human in the loop" into a checkable control. Why Vague Review Fails People trust fluent AI output too quickly, especially when they are busy. In claims and underwriting, the dangerous error is often not bizarre. It is a plausible missing fact, wrong date, unsupported clause, or confident synthesis that looks close enough to move forward. A vague review step asks the human to be generally careful. A control asks the human to verify named items against named evidence. That difference matters because the reviewer needs an inspection routine, not a mood. Four Parts Of A Real Review…
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