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Future of work

How is work changing as AI reshapes roles, skills, and careers? Exploring emerging patterns, tensions, and possibilities for human capability, identity, and value in an uncertain, evolving economy.

AI is reshaping the world of work in ways that reach far beyond the technology sector. The real issue is not simply which jobs disappear, but how roles, skills, pay and career paths will evolve over the next decade, and how these changes will affect different people and regions.

We explore how AI is altering the balance between tasks humans do best and those machines can handle, what new capabilities are becoming valuable, and where gaps in access to skills or opportunity could widen inequality. We examine what this means for employers, educators, policymakers and families.

The aim is practical clarity: helping people make informed decisions in a period of rapid and uncertain change.

The skills employers will pay a premium for in 2026, and how to build them now 20 Feb 2026 12 min read The skills employers will pay a premium for in 2026, and how to build them now
Generalist, specialist, or integrator? Career paths emerging in the AI economy 02 Feb 2026 17 min read Generalist, specialist, or integrator? Career paths emerging in the AI economy by Somayeh Aghnia Co-Founder, Chair
Local futures: why the AI economy will look different in every region 28 Jan 2026 15 min read Local futures: why the AI economy will look different in every region
AI and the new inequality question: capability gaps or access gaps? 20 Jan 2026 13 min read AI and the new inequality question: capability gaps or access gaps? by Somayeh Aghnia Co-Founder, Chair
Preparing for multiple futures with AI: a decision framework for workers, families, and employers 13 Jan 2026 16 min read Preparing for multiple futures with AI: a decision framework for workers, families, and employers
Productivity without prosperity: what happens if output rises but wages don’t 22 Dec 2025 13 min read Productivity without prosperity: what happens if output rises but wages don’t
Future of work protection: jobs, workers or transitions? 01 Dec 2025 14 min read Future of work protection: jobs, workers or transitions?
When AI becomes a colleague, what changes first: speed, scope, or responsibility? 01 Sep 2025 18 min read When AI becomes a colleague, what changes first: speed, scope, or responsibility?
AI and the crisis of entry-level jobs: how careers begin when routine work fades 11 Aug 2025 10 min read AI and the crisis of entry-level jobs: how careers begin when routine work fades
Career durability: how to test whether expertise will age well with AI 22 Jul 2025 16 min read Career durability: how to test whether expertise will age well with AI
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