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?

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

When decisions change, capability must follow

Exposure, or proximity?