{"schemaVersion":1,"target":{"type":"reading","id":"5b9ddba30f96dc3c2c036ebaebfeb0c1ae19435422ad11deba2b079e788e296b","revision":"112accaf-ee9e-443f-8cef-49a798b12328","revisionKind":"publication-id","title":"Peng and coauthors report lower knowledge-centric abstention after biomedical fine-tuning","url":"https://escapemeridian.com/readings/peng-and-coauthors-report-lower-knowledge-centric-abstention-5b9ddba3"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.08780","revision":"38967d37c1b67aff3fbbb1d76c1380f4ea4eaf08ef4ba200b878b580b5098e44","revisionKind":"sha256-source-text","title":"Guardrail Erosion in Domain Fine-Tuned Large Language Models: A Paired Audit of Knowledge-Centric Abstention in Biomedical LLMs","url":"https://arxiv.org/abs/2611.08780"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}