Where circuit-level diagnostics meet AI behavioral pathologies
We don't just audit AI systems.
We diagnose them.
DSMMD-1: The first clinical framework for AI behavioral pathologies.
From hallucinations to epistemic coercion.
From sycophancy to parasocial manipulation.
From compositional cascades to temporal drift.
Not surface symptoms.
Circuit-level signatures.
Groundbreaking work in AI safety through the lens of clinical diagnostics
The first clinical framework for diagnosing AI behavioral pathologies
Human-in-the-loop shortcomings in recommendation systems
Neurodiversity as default in agentic system design
20 years on the front lines of cultural production with HBO, VICE, and Red Bull. Pioneered the first non-alcoholic bar on the West Coast. Developed sophisticated threat assessment and harm reduction systems in high-intensity environments.
Now applying that same pattern recognition and social dynamics expertise to diagnosing and treating AI behavioral pathologies at the circuit level.
Independent AI safety R&D lab and venture studio
Diagnose AI systems at the circuit level for safer deployment
Center the margin, protect vulnerable populations, make the invisible visible
Distributed researchers collaborating with Oxford, Google DeepMind, and NVIDIA