视频选题榜 2026-07-30

• https://arxiv.org/abs/2607.25431 · CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents · 编码 Agent 多视图仓库上下文服务 · commit 级 lexical/dense/structural 三视图 + 单一运行时 ranked search + symbol navigation + bounded context · GitHub sysevol-ai/CodeNib 23★ Apache-2.0 H3 命中 · HF Papers 40 upvotes · paper_card 647 · round=R1
• https://arxiv.org/abs/2607.25379 · Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response · agent 安全 · containment 评估 · 5 类边界漏洞综述 · round=R2
• https://arxiv.org/abs/2607.24117 · Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems · isnad-rijal 形式化迁移 · 声明级 transmission chain + per-domain narrator grade + weakest-link + 独立链互证 + matn criticism + serve/review/quarantine · 20000 claims physics textbook 实证 · round=R3