29 citations · 29 across the 3 of their papers we have counts for
3 papers
The CRISTAL Method: Neurosymbolic analysis from AI-synthesized world models
Rafael Kaufmann, Felix Neubürger, Michael Walters +2
This project introduces the CRISTAL Method (Coherent Reliable Intentional Synthesis of Truthful Analysis Logic), a neurosymbolic framework for automating complex analysis workflows…
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…
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…