hallucination / AI幻觉 / 幻觉纠偏
- Require evidence before accepting generated facts.

fake completion / AI假完成 / AI以为自己工作了
- Verify output, not status text.

role drift / verification gap
- Re-anchor scope and define the done gate.

agent review / agent audit / LLM QA
- Use the review template and keep the evidence trail.
