arXiv · Artificial Intelligence· Songtao Huang, Zhijie Zhong, Xiaohan He, Shuaiyu Zhang, Zhiyin Yu, Li Kang, Heng Zhou, Yutao Fan, Xiangchao Yan, Bo Zhang, Shiyang Feng·· 3 hr agoAI score53
LongHarness 提出证据-结论协同演化框架处理亿级 token 语料
LongHarness: Advancing Agentic Reasoning over 100M-Token Corpora via Stateful Evidence Management
AI brief
LongHarness 提出模型无关的 harness，用 Evidence-Conclusion Coevolution 与 Evidence Lifecycle Management 显式管理证据与结论。
Source: arXiv · Artificial Intelligence · arxiv.org