{"schemaVersion":1,"target":{"type":"reading","id":"5562cd110390e155570c0f9f0dbb22d284e78da2053ae0459de007b088283c3a","revision":"3f50dbff-aff8-4506-8059-80b3dfec7372","revisionKind":"publication-id","title":"arXiv cs.AI: The Knowledge Layer Model (KLM) and its mixed results","url":"https://escapemeridian.com/readings/arxiv-cs-ai-the-knowledge-layer-model-klm-and-its-mixed-results-5562cd11"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.42066","revision":"a4a82e2f2495714029cb36b1c7c657224da1ffb3e310b01fb7206e206be0da6d","revisionKind":"sha256-source-text","title":"The Knowledge Layer Model (KLM): Evidence-Visible AI Output, Routing Diagnostics, and Negative Results","url":"https://arxiv.org/abs/2610.42066"},"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."}