Recent events reveal that AI models depend on access points that can be shut off instantly, raising concerns about reliance and control over AI technology.
QAtrial introduces an open-source, provenance-first compliance platform designed for AI in regulated life sciences, ensuring auditability and traceability.
The Six Chokepoints: How AI Stopped Being a Utility and Became a Lever
In 2026, control over AI shifted from a utility model to a leverage model, concentrated in a few key chokepoints—power, compute, data, models, distribution, and capital.