Detecting Perspective Shifts in Multi-agent Systems

By Eric W. Bridgeford, Hayden S. Helm. 2025

Subfields: Large Language Models, LLM Agents & Tool Use

Citations in the corpus

• Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models (2026, unknown): “…the notion of a behavioral geometry and describe the Data Kernel Perspective Space (DKPS) – a method for approximating the behavioral geometry of a collection of black-box generative models based on the embeddings of their responses to a collection of queries [16, 1, 5] – as an instance of one.”
• Control Charts for Multi-agent Systems (2026, unknown): “Recent work on change detection in multi-agent systems [3] addresses only the zeroth-order problem of determining whether an a group of agent’s behavior changed between two timepoints.”