{"schemaVersion":1,"target":{"type":"reading","id":"bace195cc51c9bd0923a90870287f299d8649225edafdf1a4ecdd01fab37d1fb","revision":"0b5e7bd5-ced2-45c2-8ef0-7b6644330dbf","revisionKind":"publication-id","title":"Liu and coauthors propose an AI-native approach to industrial control","url":"https://escapemeridian.com/readings/liu-and-coauthors-propose-an-ai-native-approach-to-industrial-bace195c"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.34773","revision":"bc4de1c8dad5edc4e485a1c8a0ea270304e4f8d83bcc5a651803c4ec03852c13","revisionKind":"sha256-source-text","title":"From AI-assisted to AI-native Industrial Control: Architecture, Agent Design, and Challenges","url":"https://arxiv.org/abs/2610.34773"},"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."}