Swarm agent training needs thousands of agents, ambitious problems and cost math

samiramanabi · x · 2026-11-09

samiramanabi offers three principles for startups doing swarm training: (1) scale up — a swarm should have thousands of agents, since most learning issues only surface at that scale; (2) pick ambitious problems requiring unstructured communication and collaboration among agents; (3) account for the cost and benefit of units of work — real-world parallelism and hierarchies win because tasks carry deadlines and costs.

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