{"schemaVersion":1,"target":{"type":"reading","id":"d91bbd22a6dcf63ecd8febf8f1529249f47a60841b3df87f2cdb1c66cdf8d993","revision":"94aeedac-5e6b-4777-89bd-84c0aabad3c2","revisionKind":"publication-id","title":"Hehai Lin and coauthors propose MAS-Loop for revising multi-agent systems","url":"https://escapemeridian.com/readings/hehai-lin-and-coauthors-propose-mas-loop-for-revising-multi-d91bbd22"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.38946","revision":"c8a25bcecd7423198381e37b79cc088e7d3b183db66c79dbd4b9cb33a15c36c3","revisionKind":"sha256-source-text","title":"MAS-Loop: Beyond One-Shot Orchestration towards Self-Evolving Multi-Agent Systems","url":"https://arxiv.org/abs/2610.38946"},"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."}