{"schemaVersion":1,"target":{"type":"reading","id":"be3ce04857c57351b2e36d5d8f7129c9d501d324497a504ed5363d2027b04758","revision":"d745080c-28cd-4bd0-8075-b37cfb084c5c","revisionKind":"publication-id","title":"arXiv cs.AI: SOCIA-$\\nabla$ iteratively builds and repairs simulator code","url":"https://escapemeridian.com/readings/arxiv-cs-ai-socia-nabla-iteratively-builds-and-repairs-be3ce048"},"source":{"type":"source","id":"https://arxiv.org/abs/2505.12006","revision":"f4b342d194729a9cd726f32f0b1a4dfa7d149b8b99380f21787655f663a793d6","revisionKind":"sha256-source-text","title":"SOCIA-$\\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation","url":"https://arxiv.org/abs/2505.12006"},"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."}