Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.25175.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Paper presents AI Sleep Co-Scientist, an expert-guided environment where human scientists direct specialist agents for hypothesis development, signal preprocessing, and statistical analysis. Applied to ~124,000 polysomnography recordings, it produced five case studies linking sleep physiology to disease risk, clinical phenotypes, and sleep regulation, with each result linked to its executable code.

Concrete, large-scale demonstration of human-directed multi-agent orchestration with code-linked outputs, a pattern transferrable to other expert-driven research domains.

Cited by

No citations on record.