{"schemaVersion":1,"target":{"type":"reading","id":"efc52c431cbdafa97496fa1a2fcf36126f090e4b8e5b3ddebe5226bb6e95f525","revision":"49643f24-3e2e-4498-80e1-737d18232b6f","revisionKind":"publication-id","title":"arXiv cs.AI: Authors argue human direction remains pivotal in autoresearch","url":"https://escapemeridian.com/readings/arxiv-cs-ai-authors-argue-human-direction-remains-pivotal-in-efc52c43"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.38882","revision":"ab35ff62cbc8ea58a199369f0d83e25e723a8eaf89607ed235ad44055f996494","revisionKind":"sha256-source-text","title":"Aligning Autoresearch: Co-Improvement between Agents and Humans","url":"https://arxiv.org/abs/2610.38882"},"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."}