Governance That LearnsPart I

Purpose and Power

Decisions about AI distribute opportunities, burdens, and power. A useful capability may serve one group while leaving another with little influence over its consequences. Governing it therefore requires a judgment about what should be protected and made possible, and whose interests should shape that judgment. More capable oversight can help, but its value depends on the purposes it serves and the authority under which it acts. These questions belong together whenever we ask institutions to govern better.

This first Part establishes the grounds for that expectation. It connects the purposes of governance to the concerns that deserve attention, then asks what capacities and forms of participation can make a responsible response possible. The chapters examine why a functioning procedure can still leave an important governing duty unfulfilled, and why expertise needs a legitimate place in decisions that affect others. The aim is to clarify what we should expect of governing power before considering how knowledge and technology might strengthen it.