{"schemaVersion":1,"target":{"type":"reading","id":"05df5db42906a42930de6363686448d7c2e8f0826242bc499b492263ab8ba955","revision":"22d9285b-dee6-4899-8c70-c4d32e7c7a96","revisionKind":"publication-id","title":"arXiv cs.AI: KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Tasks","url":"https://escapemeridian.com/readings/arxiv-cs-ai-kdaso-knowledge-data-dual-driven-automated-skill-05df5db4"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.06972","revision":"a0edcdc2db6108ffe5f6ffe8777e0a9c84bb0d68ec830b0b3c156a30b34f8fbe","revisionKind":"sha256-source-text","title":"KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Tasks","url":"https://arxiv.org/abs/2611.06972"},"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."}