Resources
Insights and announcements from CognateUK
From formation to systems readiness
Read more →China Beta
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CognateHelix Pilot: timeline & next steps
Timeline, phases and immediate actions for the pilot.
Read more →Outbreak — The AI Decisions
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Governance in Practice: Stress-Testing CognateHelix Before Launch
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Early Observations from the First CognateHelix Pilot: Reflections from the January UK Beta Cohort
Read more →CognateHelix
Read more →When Ambition Moves Faster Than Preparation
A reflection from the AI era by Lily Lin.
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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.
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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.
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Formation at the organisational level
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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.
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The conditions that support capability development
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What makes capability visible over time
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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.
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Reflection as part of capability
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Learning through decision, not instruction
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What the Numbers Now Show
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The role of experience in an AI-shaped environment
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The Same Problem, Different Realities
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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?
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Capability is formed in context, not in isolation
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From education to systems readiness
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Capability as infrastructure
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Speed, and the question of judgment
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The Scaffolding of Expertise: Rethinking Capability Formation in an AI-Enabled System
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What counts as evidence of capability?
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Working with AI is not intuitive
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Skills are not the same as capability
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When decisions change, capability must follow
Read more →Understanding AI and its proximity to change.