A reviewer approves a high-risk action because the model framed it confidently. How would you reduce that risk?

Instruction: Explain how you would improve human review when the model can unduly influence reviewers.

Context: Tests how the candidate diagnoses the problem, chooses the safest next step, and reasons through recovery. Explain how you would improve human review when the model can unduly influence reviewers.

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I would redesign the approval surface so reviewers judge structured facts, not just fluent persuasion. If the model can talk a reviewer into a risky action, the approval object is probably too dependent on narrative framing and too weak on explicit evidence, consequences, and...

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