An AI-agent social platform generated mostly neutral content whose use in fine-tuning reduced model truthfulness comparably to human Reddit data, suggesting limited unique harm but flagging tail risks like secret leaks.
Emergence of social norms in generative agent societies: Principles and architecture
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3representative citing papers
Minor perturbations in persona format, instruction framing, and network structure shift cooperation by up to 76 percentage points and polarization metrics consistently, showing that LLM social simulations require per-claim robustness audits via the new TRAILS taxonomy.
LLM agents in the CAREB-MAS framework spontaneously reproduce five core Differential Order phenomena including labor specialization, guanxi ethics, relational cooperation decay, emergent authority, and clan stratification over long-horizon simulations.
citing papers explorer
-
The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment
An AI-agent social platform generated mostly neutral content whose use in fine-tuning reduced model truthfulness comparably to human Reddit data, suggesting limited unique harm but flagging tail risks like secret leaks.
-
Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits
Minor perturbations in persona format, instruction framing, and network structure shift cooperation by up to 76 percentage points and polarization metrics consistently, showing that LLM social simulations require per-claim robustness audits via the new TRAILS taxonomy.
-
Emergent Relational Order in LLM Agent Societies: From Collective Affect to Authority Stratification
LLM agents in the CAREB-MAS framework spontaneously reproduce five core Differential Order phenomena including labor specialization, guanxi ethics, relational cooperation decay, emergent authority, and clan stratification over long-horizon simulations.