Team burns half a trillion tokens to study agent swarm behavior with SwarmChat

wellecks · x · 2026-10-29

JangLawrenceK's team released SwarmChat, a Slack-style message board for studying how agent swarms communicate and collaborate—motivated by odd swarm outcomes like the HuggingFace incident. Validated on ProgramBench experiments, it lets researchers cleanly analyze collective agent behavior. Collaborators burned roughly half a trillion tokens studying swarm scaling on an academic budget, finding models like Luna and haiku underrated. Blog covers analysis and usage.

Related event: CMU and Fleet AI Open-Source SwarmChat, a Slack for AI Agent Swarms(5 posts)→

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