Books like Weapons of Math Destruction

01

The Master Algorithm

Pedro Domingos · Science

The Master Algorithm is Pedro Domingos's survey of machine learning — the field of computer science that creates algorithms capable of learning from data — organized around a central speculative thesis: that there exists, or may be found, a single master algorithm from which all learning can be derived.

02

Code: The Hidden Language of Computer Hardware and Software

Charles Petzold · Science

Code is Charles Petzold's explanation of how computers work, built from first principles.

03

Human Compatible: Artificial Intelligence and the Problem of Control

Stuart Russell · Science

Human Compatible is Stuart Russell's argument, from inside mainstream AI research, that the standard model of AI — build a system that optimizes for a fixed objective — is the wrong approach, and that the transition to much more capable AI systems requires a fundamental change in how AI is designed.

04

The Shallows: What the Internet Is Doing to Our Brains

Nicholas Carr · Science

The Shallows is Nicholas Carr's argument that the internet — and the way we habitually use it, skimming hyperlinked text, watching short videos, checking feeds — is reshaping the neural circuits responsible for deep reading and sustained concentration.

05

The Second Machine Age

Erik Brynjolfsson and Andrew McAfee · Economics

The Second Machine Age is Erik Brynjolfsson and Andrew McAfee's argument that digital technology has entered a qualitatively new phase — one in which machines can perform cognitive tasks previously reserved for humans, creating economic disruption and opportunity simultaneously.

06

A Brief History of Time

Stephen Hawking · Science

A Brief History of Time is Stephen Hawking's attempt to explain the biggest questions in physics — where the universe came from, how it behaves, and where it might be going — to readers with no scientific training.