Research

Quiet work, published when it holds.

Three programmes and one open tool. Writing will appear here when there is something worth defending.

Programmes

What we are working on.

R/01Model researchTask-specific models for narrow, high-stakes work. Calibration, abstention and task-level evaluation.Ongoing
R/02Decision infrastructureOntology, permissions and the record. The foundation under every application.Ongoing
R/03Security engineeringIntegrity, provenance, isolation and adversarial verification for systems that act.Ongoing
Open tools

Integrity. Not truth.

A hash shows that text has not changed since it was sealed. It does not show that the text is true. Try it here; nothing leaves your browser.

Edit the sample, then seal it or check it against the last seal.

SHA-256 · computed locally
Preparing the sample seal.

Open verification tools are there so trust can be checked. The platform as a whole is not open source.