视频选题榜 2026-10-13

• https://arxiv.org/abs/2610.13075 · LongHarness: Advancing Agentic Reasoning over 100M-Token Corpora via Stateful Evidence Management · LongHarness 把证据 vs 结论显式化 + Coevolution + Lifecycle · round=R1