I’m building CVO Labs, an AI-assisted transdiagnostic screener for mental health and neurodevelopmental concerns. More broadly, my work is centred around leveraging AI to improve mental and physical wellbeing.

My research develops a physical theory to establish rigorous constraints for the safe development of artificial intelligence. Through the Conservation-Congruent Encoding (CCE) framework, I anchor computation in physical conservation laws. This work derives physical metrics for intelligence and consciousness, exposes the Platonic Observer Fallacy inherent in modeling microscopic realities with macroscopic equations, and shows how observer information processing/measurement relates to established physical theories.