English(EN) ClaimScope: Label-Blind Witness Verification for Mathematical Claim Auditing

新基准ClaimScope审计AI数学声明

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-16 04:00

研究人员推出了ClaimScope，一个旨在审计AI代理所做数学声明的新基准。该基准评估代理对给定声明提供判决、范围、反例和修复的能力。在测试中，Qwen3_8B模型在使用不带外部参考评估模型提交状态的见证检查器时表现有所提高，从而导致更多被接受的反例和安全补全。 AI

影响引入了一种评估AI数学推理能力的新方法，有可能提高代理的可靠性。

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arXiv cs.AI TIER_1 English(EN) · Mushir Akhtar · 2026-10-16 04:00

ClaimScope：数学声明审计的无标签见证人验证

arXiv:2610.21581v1 Announce Type: new Abstract: Mathematical agents are commonly evaluated by answer accuracy or proof acceptance. We introduce ClaimScope, a 72-task benchmark for auditing proposed claims through a verdict, scope, counterexample, and repair. Tasks cover optimizer…