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A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.

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Under the mentorship of Ph.D. student Venkatesh Sivaraman, Ziyong Ma spent the summer developing a tool designed to help clinicians query medical databases without needing programming expertise.