Institutions and companies are investing heavily in AI adoption. They are buying tools, writing policies, and building integration plans. To guide that work, leaders turn to the playbooks and reports published by the world's most influential consulting firms, research institutes, and technology companies.

 

We reviewed fifteen of them. Each one maps AI strategy and adoption. Many name human capabilities as essential. But naming them is where it stops. Not one of these reports includes a layer for developing those capabilities in students, educators, employees, or the people who train them.

​

That gap has been sitting under the surface for twenty years, demanded by industry and never designed into curriculum or training. AI just raised the ceiling.