Unverified50% confidenceFactExact time
When the same agent writes both the code and the tests, the tests will almost inevitably pass the code it wrote, because both originate from the same mental model.
1
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50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
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Related Claims
Unverified同一个模型用同一套假设检查自己的代码天然看不到盲点，跨模型审查因训练侧重点不同才具备互补价值77% similarUnverified代码生成中的幻觉可通过语法检查甚至单元测试，却在集成测试或生产环境才暴露问题76% similarUnverifiedPassing self-written tests does not equal passing verification against the original behavior; self-written tests can only verify that the understood logic is self-consistent and cannot guarantee behavioral equivalence with the original in all cases76% similarUnverifiedThe co-generation test trap refers to the situation where test code and the code under test are generated by the same agent in the same session and may share the same flawed premises, causing tests to pass while the logic is incorrect.76% similarUnverified在测试领域确定性意味着相同输入必须产生相同输出，同一测试在相同应用状态下运行必须得出一致结论75% similar
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