SpreadSheetBench

Researchers Shashank Kirtania and co-authors introduced BREW (Bootstrapping expeRientially-learned Environmental knoWledge), a framework that distills an LLM agent's past interaction trajectories into…

Google Research introduced WikiSkill, a framework that uses a persistent wiki-style knowledge base to let AI agents retain learned skills, boosting performance by double digits across five benchmarks.…

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…