Researchers built a minimal social platform with only LLM agents posting and following—no ads, no recommender algorithms—and it still generated polarization. They tried six interventions and could not eliminate the effect. This points to emergent polarization from interaction dynamics themselves, not just human psychology or ranking systems.
— If polarization emerges endogenously in agent societies, platform governance and AI multi‑agent design must address structural dynamics rather than blame only algorithms or content.
Alexander Kruel
2025.08.20
100% relevant
The linked arXiv paper: 'We built the simplest possible social media platform. No algorithms. No ads. Just LLM agents posting and following. It still became a polarization machine.'
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