Unverified50% confidenceBenchmarkExact time
The gated metacognitive pipeline rescued 10 wrong answers and broke 0 correct answers; the ungated version rescued 5 and broke 5 correct answers.
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50%
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Long-term
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10/12/2026
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UnverifiedAfter removing the gating condition from the metacognitive prompt pipeline, accuracy fell to zero, reverting to the 5/17 baseline.72% similarUnverifiedOver-extrapolation (confidently answering questions that have no answer) is the only failure mode that passes through all five stages, because no step in the pipeline checks whether the question is underdetermined.65% similarUnverifiedIn official tests, after removing instructions such as 'think carefully before answering,' Opus 5.5 began responding faster with no noticeable drop in quality.60% similarUnverified传统字节码解释器采用集中式switch语句分发指令,会导致分支预测器难以准确预测,造成预测失败和流水线停顿60% similarUnverifiedThe key pitfall of the sequential pipeline pattern is error cascading, where upstream errors passed to downstream stages are amplified level by level.59% similar
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