New papers advance LLM agent memory and routing
Multiple arXiv papers propose methods for agent memory and routing: TACIT-Switch routes between small and large LLM backbones under censored supervision; Routed Graph Handoff cuts token budget by 40-60% via structured graphs; others introduce memory architectures like ECHO, MemGuard, and Dual-Layer Agentic Memory.
How this story unfolded
6 days · 12 reports · from Aug 25
- Aug 25
Context as an Environment: Programmatic Context Management for Long-Horizon Agentsarxiv.org
ECHO: A Cognitively Inspired, Auditable Memory Plane for Long-Horizon Agentsarxiv.org
MSM-Mem: A Universal Medical Structured Multimodal Memory Framework for Medical AI Agentsarxiv.org
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governancearxiv.org
Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidationarxiv.org
- Aug 27
- Aug 28
- Aug 31
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