Unverified50% confidenceFactExact time
The early stopping strategy for ranked retrieval does not hold in frozen replay tests, as the system must read nearly the entire candidate pool to avoid missing evidence.
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50%
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Long-term
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9/15/2026
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Related Claims
UnverifiedWithout a unified testing environment specification, the comparability of acceleration data is limited, and voting results may be subject to sampling bias.71% similarUnverifiedOn long traces, the model tends to prematurely lock onto a seemingly plausible diagnosis and stop, resulting in key evidence going unexamined.70% similarUnverified传统回归测试面临核心困境：全量回归耗时过长，而随机选择可能遗漏关键场景69% similarUnverifiedSelf-consistency checking, by having the model sample the same question multiple times and comparing answer stability, consumes only inference time without increasing peak VRAM usage.69% similarUnverifiedHigh-recall verification systems face four mutually conflicting constraints: reading less, maintaining high recall, not losing minority evidence, and not converting unchecked into nothing found.67% similar
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