Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2607.13220.

Pipeline notes

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

The paper introduces Mycelium, a shared workspace that captures observations and hypotheses from human researchers and AI agents, then routes them to the person or agent best positioned to act on them. It reports an empirical test in a biological multi-omics campaign and offers a computational account of when networked teams outperform a scaled standalone agent.

Concrete deployed system plus a formal account of when networked human-AI teams beat a single scaled agent — useful pattern reference, though uptake depends on the tool landing.

Cited by

No citations on record.