{"schemaVersion":1,"target":{"type":"reading","id":"9b22e26aab92a27cb285bd2bbbb72bab0916797c4cf00a817d7f2f008fda56f0","revision":"e86af0e8-84ca-4e82-8ac3-906bf37c0452","revisionKind":"publication-id","title":"arXiv cs.AI: Ko and coauthors introduce MLE-World","url":"https://escapemeridian.com/readings/arxiv-cs-ai-ko-and-coauthors-introduce-mle-world-9b22e26a"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.37175","revision":"296f7a64060a4d28f3e4e5d67a4e89dd8a004e06b34a1d51c4f057fe8cf164d7","revisionKind":"sha256-source-text","title":"MLE-World: Predicting Machine Learning Experiment Outcomes with a Learned World Model","url":"https://arxiv.org/abs/2610.37175"},"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."}