{"schemaVersion":1,"target":{"type":"reading","id":"1dbaf3ea5147f9f194028cc9ca808643d76a59333f56a7d9ab9e6de5bf69197f","revision":"c841a43f-bc38-4f60-85e5-9bb7a08df0c7","revisionKind":"publication-id","title":"arXiv authors propose learning when LLM agents should consult humans","url":"https://escapemeridian.com/readings/arxiv-authors-propose-learning-when-llm-agents-should-consult-1dbaf3ea"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.05814","revision":"6f2557973e709580dd5fde46f0a6bf05dbbb60447f5500488ee395b0fbe724c9","revisionKind":"sha256-source-text","title":"Learning When Human Decisions Matter: Executor-Relative Consultation Value for LLM Agents","url":"https://arxiv.org/abs/2611.05814"},"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."}