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Microsoft Research July 30, 2026 By Weijia Xu, Alessandro Sordoni, Zelalem Gero, Michel Galley, Eric Yuan, Jianfeng Gao neutral

EvoLib: Turning experience into evolving knowledge

MicrosoftAI / LLM
<p>LLMs do not get smarter just by remembering more. EvoLib turns experience into evolving knowledge, taking reusable skills and insights that help models learn and adapt across tasks long after deployment. </p> <p>The post <a href="https://www.microsoft.com/en-us/research/blog/evolib-turning-experience-into-evolving-knowledge/">EvoLib: Turning experience into evolving knowledge</a> appeared first on <a href="https://www.microsoft.com/en-us/research">Microsoft Research</a>.</p>
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