PAPER2LLM++: Continual Self-Evolution of LLMs from Research Papers.

arXiv:2610.02793v2 Announce Type: replace Abstract: Research on LLMs continually uncovers model limitations, their causes, and potential solutions. Yet these human discoveries remain largely disconnected from model evolution: an LLM does not automatically lear