Unverified50% confidenceFactExact time
In its Agent best practices documentation, Anthropic refers to the self-criticism loop as a critic loop.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/15/2026
First Seen
Valid until: 12/14/2026
Sources
Related Entities
Related Claims
UnverifiedThe author lists practices that did not work for them: massive monolithic context files, feeding complete session logs to the next session, letting the agent decide task scope on its own, and trusting co-generated tests.59% similarUnverifiedReflexion was proposed in 2023 by MIT and other institutions, allowing an Agent to generate verbal self-criticism after task failure and inject it into the next round of execution.59% similarUnverified多智能体辩论（Multi-Agent Debate, MAD）通过引入对抗性角色强制模型暴露并检验推理漏洞，类似学术同行评审机制58% similar
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