The Unaccountability Machine

The Unaccountability Machine

Why Big Systems Make Terrible Decisions—and How the World Lost Its Mind

by Dan Davies

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Longlisted for the 2024 Financial Times Book of the Year. How life and the economy became a black box—a collection of systems no one understands, producing outcomes no one likes. Passengers get bumped from flights. Phone menus disconnect. Automated financial trades produce market collapse. Of all the challenges in modern life, some of the most vexing come from our relationships with automation: a large system does us wrong, and there’s nothing we can do about it. The problem, economist Dan Davies shows, is accountability sinks: systems in which decisions are delegated to a complex rule book or set of standard procedures, making it impossible to identify the source of mistakes when they happen. In our increasingly unhuman world—lives dominated by algorithms, artificial intelligence, and large organizations—these accountability sinks produce more than just aggravation. They make life and economy unknowable—a black box for no reason. In The Unaccountability Machine, Davies lays bare how markets, institutions, and even governments systematically generate outcomes that no one—not even those involved in making them—seems to want. Since the earliest days of the computer age, theorists have foreseen the dangers of complex systems without personal accountability. In response, British business scholar Stafford Beer developed an accountability-first approach to management called “cybernetics,” which might have taken off had his biggest client (the Chilean government) not fallen to a bloody coup in 1973. With his signature blend of economic and journalistic rigor, Davies examines what’s gone wrong since Beer, including what might have been had the world embraced cybernetics when it had the chance. The Unaccountability Machine is a revelatory and resonant account of how modern life became predisposed to dysfunction.

Discussion questions for The Unaccountability Machine

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  1. 1

    How do you personally react when you encounter what Dan Davies calls an "accountability sink"—such as an automated customer service loop or a rigid corporate policy where nobody has the authority to help you?

  2. 2

    Davies argues that modern systems often produce outcomes that no one actually wants; can you share a time in your workplace or community where a rule or procedure created a result that everyone agreed was terrible, yet nobody could change?

  3. 3

    To what extent do you think our increasing reliance on algorithms and AI is a deliberate choice for efficiency, or is it a subconscious way for organizations to avoid moral responsibility?

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