100 books like Weapons of Math Destruction

By Cathy O’Neil,

Here are 100 books that Weapons of Math Destruction fans have personally recommended if you like Weapons of Math Destruction. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of Logicomix: An Epic Search for Truth

Kirsten Menger-Anderson Author Of Doctor Olaf Van Schuler's Brain

From my list on love, loss, and logic in 1930s Vienna.

Why am I passionate about this?

I first learned about life in 1930s Vienna from my grandfather’s memoir: Reminiscences of the Vienna Circle and the Mathematical Colloquium. I was fascinated by the time and place and began to read more about the era, which ultimately served as a setting for my forthcoming novel, The Expert of Subtle Revisions.

Kirsten's book list on love, loss, and logic in 1930s Vienna

Kirsten Menger-Anderson Why did Kirsten love this book?

In the mood for a graphic novel starring Bertrand Russell and a supporting cast of famous thinkers like Whitehead, Frege, Gödel, and Wittgenstein? Logicomix is for you!

Flip to Chapter Six, “Incompleteness,” for a peek of Vienna in the 1930s. The logic and philosophy illustrated throughout provide a great context for the work of Vienna’s famous philosophical circle led by Moritz Schlick, whose 1936 murder provides a chilling contrast to the intellectual pursuits of that time.

By Apostolos Doxiadis, Christos Papadimitriou,

Why should I read it?

4 authors picked Logicomix as one of their favorite books, and they share why you should read it.

What is this book about?

This brilliantly illustrated tale of reason, insanity, love and truth recounts the story of Bertrand Russell's life. Raised by his paternal grandparents, young Russell was never told the whereabouts of his parents. Driven by a desire for knowledge of his own history, he attempted to force the world to yield to his yearnings: for truth, clarity and resolve. As he grew older, and increasingly sophisticated as a philosopher and mathematician, Russell strove to create an objective language with which to describe the world - one free of the biases and slippages of the written word. At the same time, he…


Book cover of The Black Swan

Neil Pasricha Author Of Two Minute Evenings: A Journal to Wind Down Your Day with Intention

From my list on create happy habits in your life.

Why am I passionate about this?

Hi, I’m Neil. We need to live our tiny, precious lives with intention. I write about failure, resilience, happiness, trust, and gratitude. I’m the New York Times bestselling author of 10 books and journals that have sold over 2,000,000 copies and spent over 200 weeks on bestseller lists, including The Happiness Equation, Two-Minute Mornings, and You Are Awesome. I host the award-winning, ad-free, sponsor-free podcast 3 Books, where I’m on a 22-year quest to uncover the 1000 most formative books in the world. Guests include Brené Brown, Quentin Tarantino, and David Sedaris. I give over 50 keynote speeches a year at places like Harvard, SXSW, and Microsoft.

Neil's book list on create happy habits in your life

Neil Pasricha Why did Neil love this book?

If I were teaching a course on life, this would be a mandatory textbook. Talib defines black swan events as events that 1) are disproportionately huge, 2) cannot be predicted, and 3) are mistakenly explained in retrospect with hindsight and fallacies.

This book helped me leave my corporate job and strike out on my own. Why? To help unroll the canvas of myself and my life, so I was more exposed to black swan events, leading me to write more books and have more unlikely, amazing experiences.

By Nassim Nicholas Taleb,

Why should I read it?

8 authors picked The Black Swan as one of their favorite books, and they share why you should read it.

What is this book about?

The most influential book of the past seventy-five years: a groundbreaking exploration of everything we know about what we don’t know, now with a new section called “On Robustness and Fragility.”

A black swan is a highly improbable event with three principal characteristics: It is unpredictable; it carries a massive impact; and, after the fact, we concoct an explanation that makes it appear less random, and more predictable, than it was. The astonishing success of Google was a black swan; so was 9/11. For Nassim Nicholas Taleb, black swans underlie almost everything about our world, from the rise of religions…


Book cover of Dear Data

Roger Highfield Author Of The Dance of Life: Symmetry, Cells and How We Become Human

From my list on what big data is and how it impacts us.

Why am I passionate about this?

I’m the Science Director of the Science Museum Group, based at the Science Museum in London, and visiting professor at the Dunn School, University of Oxford, and Department of Chemistry, University College London. Every time I write a book I swear that it will be my last and yet I'm now working on my ninth, after earlier forays into the physics of Christmas and the love life of Albert Einstein. Working with Peter Coveney of UCL, we're exploring ideas about computation and complexity we tackled in our two earlier books, along with the revolutionary implications of creating digital twins of people from the colossal amount of patient data now flowing from labs worldwide.

Roger's book list on what big data is and how it impacts us

Roger Highfield Why did Roger love this book?

Over a single year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, exchanged hand-drawn postcards to chart the granular details of their lives using clusters, plots, and graphs. We featured the outpourings of these talented “information designers” in a 2016 Science Museum exhibition on big data and these striking images, in turn, paved the way for their book, Dear Data, which provides a remarkable portrait of these artists. An intimate and human take on big data that invites us all to ponder how to represent our own lives.   

By Giorgia Lupi, Stefanie Posavec,

Why should I read it?

2 authors picked Dear Data as one of their favorite books, and they share why you should read it.

What is this book about?

From an award-winning project comes an inspiring, collaborative book that makes data artistic, personal - and open to all

Each week for a year, Giorgia and Stefanie sent each other a postcard describing what had happened to them during that week around a particular theme. But they didn't write it, they drew it: a week of smiling, a week of apologies, a week of desires.

Presenting their fifty-two cards, along with thoughts and ideas about the data-drawing process, Dear Data hopes to inspire you to draw, slow down and make connections with other people, to see the world through a…


Book cover of The Genome War: How Craig Venter Tried to Capture the Code of Life and Save the World

Roger Highfield Author Of The Dance of Life: Symmetry, Cells and How We Become Human

From my list on what big data is and how it impacts us.

Why am I passionate about this?

I’m the Science Director of the Science Museum Group, based at the Science Museum in London, and visiting professor at the Dunn School, University of Oxford, and Department of Chemistry, University College London. Every time I write a book I swear that it will be my last and yet I'm now working on my ninth, after earlier forays into the physics of Christmas and the love life of Albert Einstein. Working with Peter Coveney of UCL, we're exploring ideas about computation and complexity we tackled in our two earlier books, along with the revolutionary implications of creating digital twins of people from the colossal amount of patient data now flowing from labs worldwide.

Roger's book list on what big data is and how it impacts us

Roger Highfield Why did Roger love this book?

This might not look like a big data book but, for me, the race to read the human genome marks the birth of big data in biology, in the form of a tsunami of DNA sequencing data. I edited Craig Venter’s A Life Decoded, the first genetic autobiography, which explored the implications of becoming the first person to gaze upon all six billion ‘letters’ of their own genetic code. While working on Craig’s extraordinary story I came across The Genome War and thought James Shreeve did a brilliant job in describing the drama, rivalry, and personalities in the race to sequence the very first human genomes between government-backed scientists and Celera, Craig’s company.

By James Shreeve,

Why should I read it?

2 authors picked The Genome War as one of their favorite books, and they share why you should read it.

What is this book about?

The long-awaited story of the science, the business, the politics, the intrigue behind the scenes of the most ferocious competition in the history of modern science—the race to map the human genome.
On May 10, 1998, biologist Craig Venter, director of the Institute for Genomic Research, announced that he was forming a private company that within three years would unravel the complete genetic code of human life—seven years before the projected finish of the U.S. government’s Human Genome Project. Venter hoped that by decoding the genome ahead of schedule, he would speed up the pace of biomedical research and save…


Book cover of Alan Turing's Manchester

Andrew Hodges Author Of Alan Turing: The Enigma

From my list on Alan Turing’s world.

Why am I passionate about this?

I am a mathematician, based at Oxford University, following up the ideas of the Nobel prizewinner Roger Penrose on fundamental physics.  But I am best known for writing a biography of Alan Turing, the founder of computer science. I did this at a time when he was almost unknown to the public, long before computers invaded popular culture. And it meant giving a serious account of two kinds of secret history: the codebreaking of the Second World War and the life of an unapologetic gay man. Since then I have also created a supporting website. When I was drawn to find out about Alan Turing, it was not only because he was a mathematician. I seized the chance to bring together many themes from science, history, and human life. This broad approach is reflected in my recommendations. I am choosing books that hint at the great scope of themes related to Turing’s life and work.

Andrew's book list on Alan Turing’s world

Andrew Hodges Why did Andrew love this book?

My first pick is the one most directly about Alan Turing himself. After 1950 his attention turned mainly to his new theory of mathematical biology, but his death in 1954 left most of this work unpublished.  His ideas were 20 or more years ahead of their time and few people could assess them. Jonathan Swinton is a leading expert in this field, and has been studying Turing’s manuscripts for 30 years. But his book has a much broader range: he adds so much on the culture of Manchester and its region, with a particular focus on women both as protagonists and observers. He has also illustrated his story with a wealth of pictures.

By Jonathan Swinton,

Why should I read it?

1 author picked Alan Turing's Manchester as one of their favorite books, and they share why you should read it.

What is this book about?

Manchester is proud of Alan Turing but does it deserve to be? Dr Jonathan Swinton explores the complexity of the city that Alan Turing encountered in 1948. He goes well beyond Turing as a mathematician, to cover wire-women, Wittgenstein and the daisy. This is a richly illustrated account of lives lived - and one life ended tragically early - in a post-war Manchester busy creating the computer. This is a book about the people one might have met in Turing s Manchester. It records the patronage of older men, triumphant from the successful prosecution of a scientific war, who could…


Book cover of Shadows of the Mind: A Search for the Missing Science of Consciousness

Andrew Hodges Author Of Alan Turing: The Enigma

From my list on Alan Turing’s world.

Why am I passionate about this?

I am a mathematician, based at Oxford University, following up the ideas of the Nobel prizewinner Roger Penrose on fundamental physics.  But I am best known for writing a biography of Alan Turing, the founder of computer science. I did this at a time when he was almost unknown to the public, long before computers invaded popular culture. And it meant giving a serious account of two kinds of secret history: the codebreaking of the Second World War and the life of an unapologetic gay man. Since then I have also created a supporting website. When I was drawn to find out about Alan Turing, it was not only because he was a mathematician. I seized the chance to bring together many themes from science, history, and human life. This broad approach is reflected in my recommendations. I am choosing books that hint at the great scope of themes related to Turing’s life and work.

Andrew's book list on Alan Turing’s world

Andrew Hodges Why did Andrew love this book?

My second choice relates more subtly to Turing’s sudden end in 1954. In 1955, Turing’s colleague Max Newman gave a talk on logic in his honour. This greatly impressed a student, Roger Penrose, who was also studying the quantum mechanics and relativity that had first fascinated the young Turing. Years later, Penrose announced an astonishing thesis relating logic and physics. This book explains the theory he developed. It claims that the brain must exploit quantum-mechanical physics that no computer can emulate. Turing famously promoted the prospects for computer-based Artificial Intelligence, but he would have taken this anti-AI thesis more seriously than any other argument: it takes up his own interests and develops his own kind of thinking. 

Penrose’s books are not about science, they are actually doing scientific thinking. His humour and wonderful pictures enhance the direct personal engagement. The theory is highly controversial but has set a remarkable twenty-first-century…

By Roger Penrose,

Why should I read it?

1 author picked Shadows of the Mind as one of their favorite books, and they share why you should read it.

What is this book about?

The motivation for this book arose, in part, from a need for detailed replies to a number of queries and criticisms from readers of the author's previous book, The Emperor's New Mind , many of whom have gone to extraordinary lengths to avoid the conclusion that there must be something non-computational involved in thinking. Penrose searches for a means, within the constraints of the hard facts of science, whereby a scientifically describable brain might be able to perform the needed non-computational actions. He develops the argument of how quantum effects might have a fundamental relevance to consciousness and to non-computable…


Book cover of Inside The Centre: The Life of J. Robert Oppenheimer

Andrew Hodges Author Of Alan Turing: The Enigma

From my list on Alan Turing’s world.

Why am I passionate about this?

I am a mathematician, based at Oxford University, following up the ideas of the Nobel prizewinner Roger Penrose on fundamental physics.  But I am best known for writing a biography of Alan Turing, the founder of computer science. I did this at a time when he was almost unknown to the public, long before computers invaded popular culture. And it meant giving a serious account of two kinds of secret history: the codebreaking of the Second World War and the life of an unapologetic gay man. Since then I have also created a supporting website. When I was drawn to find out about Alan Turing, it was not only because he was a mathematician. I seized the chance to bring together many themes from science, history, and human life. This broad approach is reflected in my recommendations. I am choosing books that hint at the great scope of themes related to Turing’s life and work.

Andrew's book list on Alan Turing’s world

Andrew Hodges Why did Andrew love this book?

Ray Monk has, like me, been drawn to the idea of a linear biographical narrative fusing life and work together. My third pick is his biography of the American physicist Robert Oppenheimer. This is a fascinating story parallel to Turing’s. The Second World War brought both of them, hitherto pure researchers, to intense and crucial involvement in the world’s affairs. Nuclear weapons for Oppenheimer were what codebreaking was for Turing. Afterward, both were at odds with the governments they had empowered.

When in 1953 Turing wrote ‘I detest America’ he might well have been reacting to the McCarthy period in which Oppenheimer was attacked. But Ray Monk treats Oppenheimer’s pure scientific work as seriously as the political story. Oppenheimer’s 1939 paper on black holes was the background to Penrose’s 1965 paper cited in the Nobel physics prize of 2020. These dates illustrate the deep and decades-spanning connections that are involved…

By Ray Monk,

Why should I read it?

1 author picked Inside The Centre as one of their favorite books, and they share why you should read it.

What is this book about?

J. Robert Oppenheimer is among the most contentious and important figures of the twentieth century. As head of the Los Alamos Laboratory, he oversaw the successful effort to beat the Nazis to develop the first atomic bomb - a breakthrough which was to have eternal ramifications for mankind, and made Oppenheimer the 'father of the Bomb'.

But his was not a simple story of assimilation, scientific success and world fame. A complicated and fragile personality, the implications of the discoveries at Los Alamos were to weigh heavily upon him. Having formed suspicious connections in the 1930s, in the wake of…


Book cover of Universal Man: The Seven Lives of John Maynard Keynes

Andrew Hodges Author Of Alan Turing: The Enigma

From my list on Alan Turing’s world.

Why am I passionate about this?

I am a mathematician, based at Oxford University, following up the ideas of the Nobel prizewinner Roger Penrose on fundamental physics.  But I am best known for writing a biography of Alan Turing, the founder of computer science. I did this at a time when he was almost unknown to the public, long before computers invaded popular culture. And it meant giving a serious account of two kinds of secret history: the codebreaking of the Second World War and the life of an unapologetic gay man. Since then I have also created a supporting website. When I was drawn to find out about Alan Turing, it was not only because he was a mathematician. I seized the chance to bring together many themes from science, history, and human life. This broad approach is reflected in my recommendations. I am choosing books that hint at the great scope of themes related to Turing’s life and work.

Andrew's book list on Alan Turing’s world

Andrew Hodges Why did Andrew love this book?

My fourth pick is another biography, of the economist John Maynard Keynes. Richard Davenport-Hines has divided up his account into ‘seven lives’. Yet by taking his personal life and sexual identity seriously, Davenport-Hines achieves an outstanding unification. Seriousness is not solemnity: readers will find here a delightful story about Keynes admiring Alan Turing’s fingernails at King’s College, Cambridge. There is much more to illustrate the extraordinary King’s College ambiance in which Turing found his home, and deeper connections: in late 1946, both were crossing the Atlantic, Keynes to rescue the British economy, Turing on his start-up of the computer industry. Keynesian economics are newly relevant now, but the liberal élite culture in which it was hatched may still surprise readers. When Turing started war work at Bletchley Park, he wrote to Keynes’s circle that Dillwyn Knox was ‘his boss’. Did he know, as Richard Davenport-Hines explains, that Knox had been…

By Richard Davenport-Hines,

Why should I read it?

1 author picked Universal Man as one of their favorite books, and they share why you should read it.

What is this book about?

From the bestselling and award-winning author of 'An English Affair', a dazzlingly original thematic biography which throws fresh light on the greatest economist of the twentieth century.

John Maynard Keynes is the man who saved Britain from financial crisis not once but twice - over the course of two World Wars. He remains a highly influential figure, nearly 70 years after his death. But who was he?

In this entertaining biography, Richard Davenport-Hines gives us the man behind the economics: the connoisseur, intellectual, public official and statesman who was equally at ease socialising with the Bloomsbury Group as he was…


Book cover of The Thrilling Adventures of Lovelace and Babbage: The (Mostly) True Story of the First Computer

John MacCormick Author Of Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers

From my list on algorithms for people who don’t know algorithms.

Why am I passionate about this?

Once upon a time, I was a computer science researcher, working in the research labs of companies like Microsoft and Hewlett-Packard. Later I started teaching computer science to college students and writing books about algorithms. I love computers and I love algorithms. Most of all, I love explaining algorithms to other people. In fact, one of my most important missions in life is to advance the public understanding of computer science and algorithms. So if you read any of the books on my list, you’ll bring me one step closer to achieving my mission. Go ahead, read one now!

John's book list on algorithms for people who don’t know algorithms

John MacCormick Why did John love this book?

A graphic novel about Ada Lovelace, Charles Babbage, and their quixotic Victorian escapades designing computers and algorithms nearly a century before their time? As fascinating as that may already sound, it’s only the beginning. This is the only graphic novel I’ve read that has footnotes to the footnotes—immensely amusing footnotes. While reading this book, I feel constantly in the presence of insane genius. (But please read this book on physical paper. It is a work of art.)

By Sydney Padua,

Why should I read it?

3 authors picked The Thrilling Adventures of Lovelace and Babbage as one of their favorite books, and they share why you should read it.

What is this book about?

Winner of the British Book Design and Production Award for Graphic Novels
Winner of the Neumann Prize in the History of Mathematics

In The Thrilling Adventures of Lovelace and Babbage Sydney Padua transforms one of the most compelling scientific collaborations into a hilarious set of adventures

Meet two of Victorian London's greatest geniuses... Ada Lovelace, daughter of Lord Byron: mathematician, gambler, and proto-programmer, whose writings contained the first ever appearance of general computing theory, a hundred years before an actual computer was built. And Charles Babbage, eccentric inventor of the Difference Engine, an enormous clockwork calculating machine that would have…


Book cover of The Demon-Haunted World: Science as a Candle in the Dark

Simon Lailvaux Author Of Feats of Strength: How Evolution Shapes Animal Athletic Abilities

From my list on change the way you think about biology.

Why am I passionate about this?

I am a scientist and biologist. Learning about evolution changed my life and put me on a path to studying it as a career. As a child, I was a voracious reader, and as an undergraduate, I read every popular science book on biology I could get my hands on. In retrospect, those books were almost as important to my education as anything I learned in a lab or lecture theatre. When writing for a general audience, I try to convey the same sense of wonder and enthusiasm for science that drives me to this day.

Simon's book list on change the way you think about biology

Simon Lailvaux Why did Simon love this book?

Less about biology specifically and more about the general value of the scientific method and rationalism; I think that this book should be read by everyone. Never smug or condescending, Sagan and Druyan show how easily one can be misled by mystical thinking and illustrate the many dangers of credulity.

From cargo cults to baloney detectors, this book is a primer for life in the modern world and how to recognize and protect against disinformation and one’s own biases. I have more than once bought copies of this book for people who are overly enthused about crystals.

By Carl Sagan, Ann Druyan,

Why should I read it?

7 authors picked The Demon-Haunted World as one of their favorite books, and they share why you should read it.

What is this book about?

A prescient warning of a future we now inhabit, where fake news stories and Internet conspiracy theories play to a disaffected American populace

“A glorious book . . . A spirited defense of science . . . From the first page to the last, this book is a manifesto for clear thought.”—Los Angeles Times

How can we make intelligent decisions about our increasingly technology-driven lives if we don’t understand the difference between the myths of pseudoscience and the testable hypotheses of science? Pulitzer Prize-winning author and distinguished astronomer Carl Sagan argues that scientific thinking is critical not only to the…


Book cover of Logicomix: An Epic Search for Truth
Book cover of The Black Swan
Book cover of Dear Data

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