视频选题榜 2026-08-25

• https://arxiv.org/abs/2608.20281 · IAR: Inject, Align, Recover · 免检索后训练三段式把文档压进参数 · round=R1
• https://arxiv.org/abs/2608.19854 · Repo0 · Dual-DAG 设计驱动代码 Agent · Functionality Coverage +20.08pp · round=R1
• https://arxiv.org/abs/2608.21159 · AID-Guard · stateful authorization-to-effect closure · reservation + delivery fence · round=R2
• https://arxiv.org/abs/2608.01964 · LongHorizon-Harness · 任务状态外置 + MEA 三角色循环 + Auditor 只读验证 · round=R3
• https://arxiv.org/abs/2608.20574 · FlavourBench · 可执行烹饪真值给前沿 LLM 排名 · 89/家族去偏 + 同步 95% CI + 离线 verifier · round=R2