AI 日报

2026年5月9日 · 星期六 · 第 39 期 · 20 条新闻

📄 论文

LCM: Lossless Context Management

ArXiv CS.AI

arXiv:2605.04050v1 Announce Type: new Abstract: We introduce Lossless Context Management (LCM), a deterministic architecture for LLM memory that outperforms Claude Code on long-context tasks. When benchmarked using Opus 4.6, our LCM-augmented coding agent, Volt, achieves higher scores than Claude C

Regularized Centered Emphatic Temporal Difference Learning

ArXiv CS.AI

arXiv:2605.04100v1 Announce Type: new Abstract: Off-policy temporal-difference (TD) learning with function approximation faces a structural tradeoff among stability, projection geometry, and variance control. Emphatic TD (ETD) improves the off-policy projection geometry through follow-on emphasis,