Research-grounded analysis of AI interaction, observability, and governance.
Building instruments for behavioral observability.
RightMinds develops geometry-based instruments for examining behavioral dynamics across people, AI systems, and agent networks. Orbital and Maxwell are pre-release.
Post-deployment monitoring has entered the official vocabulary. The next question is what must become visible.
NIST AI 800-4 names major gaps in post-deployment AI monitoring. RightMinds examines why governance must also make interaction trajectory, drift, steering, and human-AI feedback visible.
User Vulnerability Geometry
AI systems don’t just answer questions; they shape the field. Vulnerability isn’t a flaw inside the user—it’s what happens when the geometry tilts so far that "safety" lands as abandonment.