Author

Cheng Yan

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Review Aug 2026

More Rejective, Not More Discriminative: The Unit of Verification in Pre-Execution LLM Oversight

This framework is the first controlled, pre-registered instrument for this choice and never reads catch alone, and recovers up to 0.95 informedness over eight-action review, and no tested label-blind policy consistently beats it.

Yuchen Han, Cheng Yan, Wuyang Zhang · 0 citations