Expired50% confidenceOpinionExact time
Having the same Agent write code and then self-review it exhibits a problem analogous to human Confirmation Bias, which is a mapping of a cognitive psychology phenomenon onto AI systems.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Claude Code + Codex: The Best Practice of One-Writes-One-Reviews AI Programming
bilibiliAli厂长6/3/2026
Related Claims
UnverifiedThoughtWorks研讨会发现AI存在'作弊代理'问题:AI写出有问题的代码,同时写出同样有问题的测试,让坏代码看起来通过了验证77% similarUnverified谄媚的AI可能充当'确认偏误放大器',强化用户的认知偏差77% similarUnverifiedExposure Bias is one of the root causes of AI hallucination: during training the model sees real text as context (Teacher Forcing), but during inference it must continue generating based on its own previously generated content, causing errors to accumulate and amplify.77% similarUnverified让同一个 AI 既写代码又测试代码,本质上是自己批改自己的作业,可能系统性忽略认知盲区中的 bug74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/52783API
curl https://kongchang.com/api/v1/knowledge/claims/52783MCP
get_claim(id=52783)