2 papers
cs.AI2025
Free Energy Risk Metrics for Systemically Safe AI: Gatekeeping Multi-Agent Study
Michael Walters, Rafael Kaufmann, Justice Sefas +1
We investigate the Free Energy Principle as a foundation for measuring risk in agentic and multi-agent systems. From these principles we introduce a Cumulative Risk Exposure metric…
cs.SI2021
An active inference model of collective intelligence
Rafael Kaufmann, Pranav Gupta, Jacob Taylor
To date, formal models of collective intelligence have lacked a plausible mathematical description of the relationship between local-scale interactions between highly autonomous su…