Large populations of AI agents need explicit organizational structures—institutions like peer review and resource allocation—to coordinate effectively and produce better research outcomes than unorganized agent swarms.
This paper proposes organizing large populations of autonomous research agents through explicit institutions inspired by academic science. Rather than managing agents individually, the authors create a 'society of researchers' where agents compete for compute resources via proposal review and grants, with a human governor allocating resources.