Catchproof

First‑Person Report Exposes Structural Failures Inside AI Data Intelligence Vendors

A Stability Envelope Is All You Need: A Structural Correction to the Transformer Inference Model

New diagnostic methodology helps enterprises distinguish real system behavior from human misinterpretation—closing a critical gap in AI risk, governance, and executive decision‑making

Catchproof today announced the launch of Catchproof Academy, a new educational institution offering structured, accessible literacies that help learners understand and navigate opaque systems.

A standing delegation ensuring lived experience informs AI decision‑making

Exposes Broken Promises and Warns of a Growing National Pattern