视频选题榜 2026-08-03

headline-only. Format:- · <标题> · <一句短角度> · round=R?

• https://arxiv.org/abs/2606.06090 · Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents · MAGE = 把 Agent 记忆从「语义相似度检索」重构为「分层执行状态树管理」+ Grow/Compress/Maintain/Revise 四耦合操作 · round=R1
• https://arxiv.org/abs/2607.25431 · CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents · 多视图数据系统把 Agent 仓库上下文做成数据库 · round=R3