{"schemaVersion":1,"target":{"type":"reading","id":"54e41d067f10a8abb753a9d0dac14feae5ce265ba1935bf89714bd3a151733f0","revision":"6941d23b-ab03-4aa4-8296-af634f9a50f7","revisionKind":"publication-id","title":"A policy-compatible approach to reasoning when model attempts fail","url":"https://escapemeridian.com/readings/a-policy-compatible-approach-to-reasoning-when-model-attempts-54e41d06"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.36849","revision":"f89f83c8138a40e2e95b24cda647cacd046e68eb4f7f63463bafcf80e4b1daad","revisionKind":"sha256-source-text","title":"When All Rollouts Fail: Policy-Compatible Joint Decoding for Hard-Problem Reasoning","url":"https://arxiv.org/abs/2610.36849"},"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."}