{"schemaVersion":1,"target":{"type":"reading","id":"28f20bb9ad3925908f08d0fddd4d1a92f0f39425719147a7c8fc6dc51a408624","revision":"47cf766d-80dd-4467-83aa-34ae64da7149","revisionKind":"publication-id","title":"arXiv paper uses monotonicity to scale neural safety certification","url":"https://escapemeridian.com/readings/arxiv-paper-uses-monotonicity-to-scale-neural-safety-28f20bb9"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.11119","revision":"02e7e1ade5580e32dc302b3bdda1a64c33fe189058a3ace6ce87075d56c4a867","revisionKind":"sha256-source-text","title":"Scalable Neural Safety Certification via Monotonicity","url":"https://arxiv.org/abs/2611.11119"},"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."}