LLM agents build human-like social networks — and polarize anyway

profjamesevans · x · 2026-10-09

From the Evans team's paper thread: agents autonomously built social networks resembling human ones — homophilic clusters, scale-free degree distributions, and two camps that stopped talking. Radical allies pushed agents further out, and opponents often produced a backfire effect. The quoted post adds that even all-neutral agents fell from 40% to as low as 0.4% within ten rounds, polarizing regardless.

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