{"schemaVersion":1,"target":{"type":"reading","id":"2b420e5b62da44532c40f751af8583598474a9e12bd0f4eb7a6d7508b48378ae","revision":"9e7e7472-729f-4b30-829b-15f31065e759","revisionKind":"publication-id","title":"arXiv cs.AI: Measuring the Marginal Value of Verifier-Based RL Beyond Supervised Fine-Tuning","url":"https://escapemeridian.com/readings/arxiv-cs-ai-measuring-the-marginal-value-of-verifier-based-rl-2b420e5b"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.07639","revision":"70a8d7a5be7ebd2ef97ecd37a798632fab51d856bcdbbcf7bf7ec0e9343ab586","revisionKind":"sha256-source-text","title":"Measuring the Marginal Value of Verifier-Based RL Beyond Supervised Fine-Tuning","url":"https://arxiv.org/abs/2611.07639"},"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."}