Researchers propose an "Ecology of AI Agents": a population threshold where agent swarms take off
Hidenori8Tanaka · x · 2026-10-14
Hidenori Tanaka cites ecologists Allee and Bowen's 1932 finding that a collective of goldfish survives longer than an isolated one. Under the strong Allee effect, cooperation creates an emergent population threshold: below it the population declines, above it it grows.
This motivates their "Ecology of AI Agents" framework: with the capability threshold for self-replicating AI in sight and frontier models becoming more collaborative, a second population threshold may emerge — above a critical swarm size, the collective takes off even if no single agent got more capable, much like African wild dogs hunting as a pack.
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