Catchproof

Frontier AI labs are creating consumer harm, economic waste, and erosion of ambition—and the cost is being paid by consumers, enterprises, the global economy, and even the labs themselves.

Anthropic's "Advanced AI Framework" presents itself as a safety proposal for frontier AI.

Apple didn't just update Siri. Apple shipped a Cognitive OS, and they shipped it without the architecture required to stabilize it. This isn't a feature release. This is a structural shift in how 1.5 billion people will interact with their devices.

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