{"schemaVersion":1,"target":{"type":"reading","id":"8c507366dcb9954493e22400f37ac10bbf808330a938e772df852350e41aa303","revision":"4468f618-8f26-4a0b-8cb6-03ffba3f514f","revisionKind":"publication-id","title":"arXiv: Information-Theoretic Reliability--Safety Bounds and Finite-Alignment Dynamics","url":"https://escapemeridian.com/readings/arxiv-information-theoretic-reliability-safety-bounds-and-8c507366"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.38651","revision":"f1de4f5da7a3f7166372b20385f8c13218569d1dc9540c28b4c0acafc28ba477","revisionKind":"sha256-source-text","title":"Information-Theoretic Reliability--Safety Bounds and Finite-Alignment Dynamics in AI Knowledge Distillation","url":"https://arxiv.org/abs/2610.38651"},"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."}