Large language models struggle to incorporate evolving medical knowledge, even after recognizing revisions; ChronoEvo analysis shows high revision recognition but limited integration into recommendations
Read the original at arxiv.org→arXiv:2610.30631v1 Announce Type: new Abstract: Medical knowledge evolves as clinical guidelines revise recommendations, yet whether large language models (LLMs) faithfully incorporate such changes remains unclear....
Original headline: "Large language models show systematic failures in incorporating evolving medical knowledge"
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- Oct 23, 04:00 UTC arXiv cs.AI lead source Large language models show systematic failures in incorporating evolving medical knowledge