Frontier research

The responsible development of transformative AI systems.

We study the fundamental nature of intelligence to build AI that is interpretable, steerable, and aligned with human values. Our work is guided by a single conviction: the most capable systems must also be the most understood.

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Research areas

03 active programmes
01

Interpretability

Opening the black box: what a model represents, where it stores it, and how that representation changes under pressure.

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02

Steerability

Building systems that can be corrected at the level of intent, not just output — and can explain why they changed course.

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03

Alignment

Measuring whether a system's behaviour remains within human values when the context shifts beyond its training distribution.

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