{"schemaVersion":1,"target":{"type":"reading","id":"a4d51493a73adeb3cd194619f674e69935019a3022667c1e19a2f5b9ccbb0989","revision":"14528ae1-ad98-482c-8c04-78db2557bc99","revisionKind":"publication-id","title":"PerceptRL trains multimodal models to inspect images through rewardable interactions","url":"https://escapemeridian.com/readings/perceptrl-trains-multimodal-models-to-inspect-images-through-a4d51493"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.37471","revision":"4190e022da3cdbb886edd282a417d10a1e3137ca6b32dfd1a2926a33fbc47340","revisionKind":"sha256-source-text","title":"PerceptRL: Making Visual Perception Rewardable in MLLMs from Answers to Interactions","url":"https://arxiv.org/abs/2610.37471"},"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."}