{"schemaVersion":1,"target":{"type":"reading","id":"3897e2b38ea9452a63baa23047bf32f4a7aabd79a495082db4e7bd910db54186","revision":"c85e5f74-962c-4ba4-8664-f013a5f7cf31","revisionKind":"publication-id","title":"arXiv cs.AI authors propose CRoS for reasoning faithfulness","url":"https://escapemeridian.com/readings/arxiv-cs-ai-authors-propose-cros-for-reasoning-faithfulness-3897e2b3"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.42054","revision":"a5ec213f015496b9364ce3ec77baf533257f6eb139ac9efb0bddd5f9c4cf73ed","revisionKind":"sha256-source-text","title":"CRoS: Causality Reward on Scrambled CoTs Improves Accuracy and Reasoning Faithfulness","url":"https://arxiv.org/abs/2610.42054"},"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."}