2 papers
cs.AI2026
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…
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…