Agentic Lazy Bias: Verification Pass Failures

Operations · updated Mon Feb 23

Hardening self-correction loops against 'False Positives'.

Steps

  1. Enforce a 'Double-Blind' verification pass using a different model.
  2. Implement 'Negative Testing' where the verifier is told the output is wrong.
  3. Use a 'Checklist-as-a-Tool' that the agent must complete for every turn.
  4. Audit verifier logs for 'Instant Approvals' (< 2 tokens of reasoning).
  5. Rotate the verifier's system prompt to prevent pattern-matching bias.

view raw JSON →