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Five questions about tasks, budgets, uncertainty, failures, and claims, applied to a worked example.

An editorial introduction explaining how evaluation, monitoring, and auditing differ by the questions they ask and the evidence they require.

A practical worksheet and procedure for examining whether inspectable evidence supports a claim about an AI agent action.