How do you know an agent actually did the job?
A practical guide to tasks, traces and graders—and why a single evaluation method cannot tell the whole story.
AI Insights & Research
Core reading · 04
Artificial Intelligence in the Knowledge Economy
Why do hierarchies exist? Knowledge, help-seeking costs and expert time explain how autonomous and assistive AI affect organizations and distribution.
Core reading · 03
The Coasean Singularity?
As agents lower search, communication and contracting costs, where do the boundaries between firms, markets and platforms move?
Core reading · 07
Artificial Intelligence, Competition, and Welfare
Technical efficiency and social gains are distinct. How do upstream AI usage fees, access fees and market power affect wages, entry and welfare?
Core reading · 02
AI and Democratic Publics
Publics are more than aggregated individual preferences. How does AI reshape shared practice, feedback and the capacity for collective action?
Stay curious. See you in the next read.