[KongchangAI]
Unverified50% confidenceFactExact time

There is a counterintuitive conclusion: under the setting of an exact verifier and a fixed source, interleaved execution cannot break the hard upper bounds; but under a noisy verifier, the source-first protocol may lose an unbounded factor, indicating that curriculum-style intuition is unsafe in the noisy verification setting.

1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen

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