{"schemaVersion":1,"target":{"type":"reading","id":"de180db8f884da1849dfc078a29df66b1b0d497d7d8f23f8bbd8bfb5dafb4a7f","revision":"10d1c2c8-d83a-4932-83a9-1a1f3cb1260b","revisionKind":"publication-id","title":"arXiv cs.AI: A Training-Free Socket for DNA in Frozen Language Models","url":"https://escapemeridian.com/readings/arxiv-cs-ai-a-training-free-socket-for-dna-in-frozen-language-de180db8"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.05401","revision":"cbc8425b568db6e4de2bc0aa72a67817c7342b1743f3f74f9f9654959e84c90f","revisionKind":"sha256-source-text","title":"A Training-Free Socket for DNA in Frozen Language Models","url":"https://arxiv.org/abs/2611.05401"},"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."}