Resources

The Same Problem, Different Realities

It Doesn’t Begin with Recruitment

As AI reshapes the environments in which capability once formed, a quieter question is emerging: where does that capability now develop — and who is responsible for the conditions that produce it?

Capability is formed in context, not in isolation

From education to systems readiness

Capability as infrastructure

Speed, and the question of judgment

The Scaffolding of Expertise: Rethinking Capability Formation in an AI-Enabled System

What counts as evidence of capability?

Working with AI is not intuitive

Skills are not the same as capability

When decisions change, capability must follow

FutureReady Pilot: timeline & next steps

Timeline, phases and immediate actions for the pilot.

Exposure, or proximity?

Early Observations from the First FutureReady Pilot: Reflections from the January UK Beta Cohort

Governance in Practice: Stress-Testing FutureReady Before Launch

CognateUK & EFEC: overview

Who we are, what we stand for and how we're different.

CognateVerify™ Platform: features overview

What the multi‑stakeholder CognateVerify™ platform includes at pilot launch.

When Ambition Moves Faster Than Preparation

A reflection from the AI era by Lily Lin.

ESG at CognateUK