Research
Understanding human capability in the AI era.
The Human-AI Capability Model: how we measure, what we measure from, and what we will not claim.
Three parts of the research.
Future of work
From years of experience to verified AI hours.
Work is changing faster than job titles can keep up. Traditional profiles describe what someone should know; AI-assisted work reveals what someone can actually do.
Today
Senior developer
5+ years of experience
