Research

Ideas, methods and progress.

Exploring the challenges of building AI systems that can perform complex professional work.
October 2026Announcement

Introducing Greyslate

Why we believe the next frontier of AI lies in the transition from general intelligence to professional competence.

ForthcomingEssay

Measuring professional competence in AI

How do we evaluate systems when correctness requires more than a single right answer?

ForthcomingResearch note

Expertise as a training signal

Exploring how professional knowledge can be captured, structured and used to improve AI systems.