Disentangling Models from Personas in Heterogeneous LLM Simulations
cs.MA, cs.AI, cs.CL, cs.SI
Submitted: 2026-10-06
Updated: 2026-10-06
Code: https://github.com/djroytburg/divsim_publish
Sources
- GEO: Generative Engine Optimization
- ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
- Generative Engine Optimization: How to Dominate AI Search
- Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data
- Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents
- When One LLM Drools, Multi-LLM Collaboration Rules
- S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents
- ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
- Large Language Model Driven Agents for Simulating Echo Chamber Formation
- Multi-Agent Risks from Advanced AI
- Simulating Rumor Spreading in Social Networks using LLM Agents
- On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity
- Multi-LLM Systems Exhibit Robust Semantic Collapse
- More Agents Is All You Need
- Agent-based simulation of online social networks and disinformation
- Synthetic generation of online social networks through homophily
- Simulating Misinformation Propagation in Social Networks using Large Language Models
- Magistral
- From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
- Don't Trust Generative Agents to Mimic Communication on Social Networks Unless You Benchmarked their Empirical Realism
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