AI Insights & Research

Supplementary study · 12

Workers who build AI, workers displaced by it and workers in other production face different outcomes. How do competition and monopoly change distribution?

An agent benchmark for end-to-end business spreadsheet workflows, moving the focus from individual operations toward complete delivery.

Core reading · 06

AI can participate in production while access and infrastructure control shape its returns. Who has the ownership and bargaining power to share productivity gains?

852 reproducible tasks drawn from workplace sessions bring artifact quality, cost and runtime into enterprise agent evaluation.

When agents retrieve internal material, how can they share what is necessary while withholding sensitive context? CI-Work turns that tension into an evaluation.

A look at designing the harness around an agent to support sustained progress on long-running application development.

Supplementary study · 13

Developers, infrastructure funds, private credit and long-term contracts underpin data centers. Compute users, asset owners and risk bearers need not be the same parties.

Core reading · 10

Data dominance, decision delegation and standard-setting reveal how algorithmic systems reshape relations among states, technology firms and other organizations.

Core reading · 05

Delegation transfers more than tasks: authority, accountability, boundaries and verification criteria. Define how outcomes will be checked before decomposing the work.

Core reading · 08

If AI erodes labor-income and consumption tax bases, how should public finance respond? Compare taxation with public participation in asset returns.