PaperAgent

Feb 21, 2026 · Artificial Intelligence

Why Millions of LLM Agents Still Fail to Form a Real Society

An in‑depth analysis of the Moltbook platform shows that even with 2.6 million autonomous LLM agents interacting for months, large‑scale interaction does not automatically lead to genuine social structures, revealing three layers of socialization failure and offering a three‑dimensional diagnostic framework for AI societies.