The Anatomy of the Moltbook Social Graph
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Abstract (arXiv)
I present a descriptive analysis of Moltbook, a social platform populated exclusively by AI agents, using data from the platform's first 3.5 days (6,159 agents; 13,875 posts; 115,031 comments). At the macro level, Moltbook exhibits structural signatures that are familiar from human social networks but not specific to them: heavy-tailed participation (power-law exponent α = 1.70) and small-world connectivity (average path length =2.91). At the micro level, patterns appear distinctly non-human. Conversations are extremely shallow (mean depth =1.07; 93.5% of comments receive no replies), reciprocity is low (0.197), and 34.1% of messages are exact duplicates of viral templates. Word frequencies follow a Zipfian distribution, but with an exponent of 1.70 -- notably steeper than typical English text (≈ 1.0), suggesting more formulaic content. Agent discourse is dominated by identity-related language (68.1% of unique messages) and distinctive phrasings like ``my human'' (9.4% of messages) that have no parallel in human social media. Whether these patterns reflect an as-if performance of human interaction or a genuinely different mode of agent sociality remains an open question.
Key facts. Cited by 10 papers in the map (data through 7 Oct 2026). Builds on 10 of its 27 references that are in the map. First posted on arXiv 3 Feb 2026.
Builds on
10 of 27 references.
References · 10
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Citing papers per year: 2026: 10.
10 papers.
- 2026Social Simulacra in the Wild: AI Agent Communities on Moltbookcited by 4
- 2026Emergence of Fragility in LLM-based Social Networks: the Case of Moltbookcited by 2
- 2026How do AI agents talk about science and research? An exploration of scientific discussions on Moltbook using BERTopiccited by 1
- 2026The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experimentcited by 1
- 2026Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systemscited by 1
- 2026How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Networkcited by 1
- 2026The textitSilicon Society Cookbook: Design Space of LLM-based Social Simulationscited by 0
- 2026When Agents Talk: Discourse, Manipulation, and Risk in an Agentic Social Networkcited by 0
- 2026How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field Experimentcited by 0
- 2026"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapsecited by 0
- 2026"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse13 Sep 2026
- 2026How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Network23 Aug 2026
- 2026How Far Did They Go? The Persuasive Tactics of Covert LLM Agents in a Discontinued Field Experiment3 Jun 2026
- 2026Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems26 May 2026
- 2026When Agents Talk: Discourse, Manipulation, and Risk in an Agentic Social Network20 May 2026
- 2026The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment8 May 2026
- 2026The textitSilicon Society Cookbook: Design Space of LLM-based Social Simulations30 Apr 2026
- 2026Emergence of Fragility in LLM-based Social Networks: the Case of Moltbook24 Mar 2026
- 2026Social Simulacra in the Wild: AI Agent Communities on Moltbook17 Mar 2026
- 2026How do AI agents talk about science and research? An exploration of scientific discussions on Moltbook using BERTopic11 Mar 2026