Books like The Alignment Problem

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

Weapons of Math Destruction

Cathy O'Neil · Science

Weapons of Math Destruction is mathematician and data scientist Cathy O'Neil's investigation of how algorithms — statistical models used to make decisions about people's lives — can perpetuate and amplify inequality rather than reduce it.

03

Algorithms to Live By: The Computer Science of Human Decisions

Brian Christian and Tom Griffiths · Psychology

Brian Christian is a writer and Tom Griffiths is a cognitive scientist, and together they argue that computer science has worked out rigorous solutions to many of the problems humans face every day — when to stop searching for a better option, how to manage your schedule, how to sort your memory — and that these solutions are both interesting and useful.

04

How to Create a Mind

Ray Kurzweil · Science

Ray Kurzweil's central claim in How to Create a Mind is that the neocortex — the part of the brain responsible for higher thought — operates on a single repeating algorithm called the pattern recognition theory of mind.

05

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.

06

A Crack in Creation: Gene Editing and the Unthinkable Power to Control Evolution

Jennifer A. Doudna and Samuel H. Sternberg · Science

A Crack in Creation is Jennifer Doudna and Samuel Sternberg's account of how CRISPR-Cas9 works, what it can do, and why its possibilities should give everyone pause.