Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes 事件

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes arXiv:2606.02215v1 Announce Type: new Abstract: Large Language Model (LLM)-augmented Community Notes offer a scalable path for timely, evidence-grounded correction of health misinformation on social platforms. However, they still reset at every post, leaving useful correction experience from prior cases unused. We introduce EvoNote, an agentic framework that enables health Community Notes generation to