Scaling Patterns in Adversarial Alignment: Evidence from Multi-LLM Jailbreak Experiments

Samuel Nathanson, Rebecca Williams, Cynthia Matuszek

Large language models (LLMs) increasingly operate in multi-agent and safety-critical settings, raising open questions about how their vulnerabilities scale when models interact adv…