The Black Box Society

Pasquale is a legal scholar, and he brings a normative framework that most algorithmic criticism lacks. The book examines three domains where opaque algorithms exercise decisive power: search engines that determine reputation, financial algorithms that allocate credit and risk, and surveillance systems that classify citizens. In each case, Pasquale argues that the companies operating these systems claim trade-secret protection for processes that function as public utilities, creating accountability gaps that neither markets nor existing regulation can close. The analysis is grounded in specific cases — Google's search ranking, credit scoring, NSA data collection — rather than abstract complaints about technology. Pasquale does not argue against algorithms but against the secrecy surrounding them, making a case for transparency that is procedural rather than romantic. For product leaders building systems that rank, recommend, or classify, this book articulates the governance questions your users are already asking, whether or not you have answers.