10:39
2026-07-13
machinebrief.com
artificial-intelligence
BREW: Enhancing LLM Agents with Experience-Based Knowledge
A new framework called BREW (Bootstrapping expeRientially-learned Environmental knoWledge) enables LLM agents to retain and use experience-based knowledge, improving task success rates by 10-20% and r…