ICML Paper Tests File-System Memory for LLM Agents

A new ICML paper systematically explores file-system-based long-term memory for LLM agents. The research demonstrates that storing memory as Markdown directories remains sustainable over time and effectively halves retrieval costs.

2026-07-31 ~ 2026-07-31 · 2 related posts

• Paper Tests File-System Memory for LLM Agents: Halves Retrieval Cost, Degrades Over Time — dair_ai · 2026-07-31
• Paper: Filesystem-Based Memory for LLM Agents — Organization, Evolution, and Sustainability — Sizhe Zhou · 2026-07-31