arXiv 2610.00972 · cs.AI · 2026-10-01
VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks
Caiqi Zhang, Rujun Han, Zifeng Wang, Zoey CuiZhu, Nigel Collier, Tomas Pfister, Chen-Yu Lee
在最新榜 #112 本站收录于 2026-10-21
一句话要点
VeriHarness 把基础模型变成验证 Agent,利用多次采样间的分歧找出可信结论,无需参考答案。
VeriHarness turns the base model into a verification agent that uses disagreement across samples to decide which claims to trust.
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主题与学科
同主题:智能体
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- False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents ▲642
- BizAgentBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business ▲490
- Omni-IO Skills: Harnessing Your Agent Omni-Native ▲485
- Player-1: Learning to Play from Synthetic Experience ▲348
数据说明
元数据来自 arXiv API(已核实);点赞来自 Hugging Face 每日论文;引用来自 Semantic Scholar。最近刷新 2026-10-22。
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