Resources

Can real-world experience change a young person's relationship with learning?

A Times report on Sandy Secondary School's work with young people at risk of becoming NEET raises a question about what kind of real-world experience actually changes a learner's relationship with education.

CognateHelix

Accountability under opacity

When responsibility is distributed

Capability in selection systems

Why systems misread capability

The Problem of Trust

Where Does Judgement Get Formed Now?

As AI reshapes entry-level work, young people need more than technical training — they need real chances to practise judgement and reasoning.

When capability meets decision-making

From formation to systems readiness

China Beta

CognateHelix Pilot: timeline & next steps

Timeline, phases and immediate actions for the pilot.

Outbreak — The AI Decisions

Governance in Practice: Stress-Testing CognateHelix Before Launch

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

When Ambition Moves Faster Than Preparation

A reflection from the AI era by Lily Lin.

Students from East Shanghai High School Visit Cambridge as Part of the CognateHelix Programme

Students from East Shanghai High School spent a morning at the University of Cambridge as part of the first international visit within the CognateHelix Programme.

Outbreak: A 60-Minute AI Decision Simulation for Your Sixth Form Induction

A 60-minute live Outbreak simulation for Year 11 sixth-form induction weeks across Essex — science, AI, and judgement in action.

Formation at the organisational level

Beyond Exchange: The King John School Design for Life STEM Challenge

Students from The King John School and East Shanghai High School co-designed real solutions for older adults in the first Design for Life STEM Challenge.

The conditions that support capability development

What makes capability visible over time

Why Capability Formation Falls Between Institutions

Why the capability gap may be less about institutional failure and more about the undesigned space between education and work.

Reflection as part of capability

Learning through decision, not instruction

What the Numbers Now Show

The role of experience in an AI-shaped environment

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

ESG at CognateUK