Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.01870.

Pipeline notes

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

ArcticSwarm is a multi-agent research architecture that separates evidence gathering from integration. Subagents post findings to a shared bulletin board while gated isolation prevents premature consensus; structured review at three commitment boundaries filters low-confidence candidates. It reaches 82.6% on BrowseComp-Plus with Qwen 3.5-27B and 73.6% on live-web BrowseComp with GPT-5.

Multi-agent research pipelines that vote early converge prematurely. The gated-isolation plus structured-review pattern is a concrete fix with measured lift on BrowseComp-Plus and BrowseComp.

Cited by

No citations on record.