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What Happens When an AI Agent Makes a Mistake?

Error handling, accountability, customer comms, and how Ask gates turn mistakes into drafts instead of incidents.

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Direct answer

With Ask-by-default, mistakes stay internal drafts until a human approves. Without Ask, mistakes become incidents — wrong email, wrong refund, wrong record.

Key points

  • Log every run with inputs + proposed action
  • Tag bad outputs for eval regression
  • Customer comms: human owns apology and fix

Incident playbook

  1. Stop writes (disable role or connector)
  2. Identify blast radius from logs
  3. Add failing case to eval suite
  4. Patch skill; re-run regression
  5. Resume with spot-check period

Accountability stays with the Keeper, not the model vendor.

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