Unverified50% confidenceFactExact time
Tiden's final verdict comes from tests running in the user's environment, rather than having some model score the diff.
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
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Unverified该基准测试使用确定性检查器（deterministic checker）评分，答案要么对要么错，不使用大模型当裁判71% similarUnverifiedThe paper's conclusions are based on the model versions at the time of testing and represent a snapshot as of the test date, not a permanent judgment.71% similarUnverifiedAgent tests should programmatically inspect the final state to verify the true end state of the system rather than relying on the model's self-report.70% similarUnverified选择和使用不同模型档位时不能仅凭版本号判断，基于真实场景的多轮测试才是评估模型能力的可靠依据69% similarUnverifiedBefore incorporating LLM-generated tests into quality assurance workflows, their discriminative ability should be independently validated rather than judged by whether they run successfully.69% similar
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