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SoBrief
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Rage Inside the Machine
by Robert Elliott Smith • 2019
Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.
3.97
145
Rage Inside the Machine Summary
Rage Inside the Machine 89%
Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.
by Robert Elliott Smith 2019
3.97
145 ratings
Noise
by Daniel Kahneman • 2021
You know about bias. The bigger judgment error is noise: the random scatter no one is auditing.
3.67
17k+
Noise Summary
Noise 89%
You know about bias. The bigger judgment error is noise: the random scatter no one is auditing.
by Daniel Kahneman 2021
3.67
17k+ ratings
Volume Control
by David Owen • 2019
Modern noise severs ear nerves; the standard hearing test misses it. Inside a hidden epidemic.
4.05
626
Volume Control Summary
Volume Control 88%
Modern noise severs ear nerves; the standard hearing test misses it. Inside a hidden epidemic.
by David Owen 2019
4.05
626 ratings
On Rumors
by Cass R. Sunstein • 2009
Debunking a rumor often makes more people believe it. The cognitive traps that cause this.
3.28
299
On Rumors Summary
On Rumors 88%
Debunking a rumor often makes more people believe it. The cognitive traps that cause this.
by Cass R. Sunstein 2009
3.28
299 ratings
Standard Deviations
by Gary Smith • 2014
Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.
3.95
911
Standard Deviations Summary
Standard Deviations 88%
Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.
by Gary Smith 2014
3.95
911 ratings
How Spies Think
by David Omand • 2020
From a former GCHQ chief: how spies structure their thinking to outsmart lies and cognitive traps.
3.62
832
How Spies Think Summary
How Spies Think 88%
From a former GCHQ chief: how spies structure their thinking to outsmart lies and cognitive traps.
by David Omand 2020
3.62
832 ratings
The Internet of Us
by Michael Patrick Lynch • 2016
Why the age of unlimited data is making it harder, not easier, to agree on what counts as evidence.
3.50
545
The Internet of Us Summary
The Internet of Us 88%
Why the age of unlimited data is making it harder, not easier, to agree on what counts as evidence.
by Michael Patrick Lynch 2016
3.50
545 ratings
How We Know What Isn't So
by Thomas Gilovich • 1991
The mind finds pattern in noise, then argues for it with absolute conviction.
3.95
3k+
How We Know What Isn't So Summary
How We Know What Isn't So 88%
The mind finds pattern in noise, then argues for it with absolute conviction.
by Thomas Gilovich 1991
3.95
3k+ ratings
How Algorithms Create and Prevent Fake News
by Noah Giansiracusa • 2021
Algorithms chase engagement, not truth. Lies outperform facts every time, and platforms know it.
3.25
20
How Algorithms Create and Prevent Fake News Summary
How Algorithms Create and Prevent Fake News 88%
Algorithms chase engagement, not truth. Lies outperform facts every time, and platforms know it.
by Noah Giansiracusa 2021
3.25
20 ratings
How to Stay Smart in a Smart World
by Gerd Gigerenzer • 2022
AI masters chess but fumbles real life. Why simple human judgment still outperforms algorithms.
3.82
502
How to Stay Smart in a Smart World Summary
How to Stay Smart in a Smart World 88%
AI masters chess but fumbles real life. Why simple human judgment still outperforms algorithms.
by Gerd Gigerenzer 2022
3.82
502 ratings
Perfecting Sound Forever
by Greg Milner • 2009
A century of recording breakthroughs produced one thing: new illusions our ears accepted as real.
4.17
1k+
Perfecting Sound Forever Summary
Perfecting Sound Forever 88%
A century of recording breakthroughs produced one thing: new illusions our ears accepted as real.
by Greg Milner 2009
4.17
1k+ ratings
A Mathematician Reads the Newspaper
by John Allen Paulos • 1997
The morning paper rests on hidden math. A mathematician reveals the numbers that change the story.
3.60
1k+
A Mathematician Reads the Newspaper Summary
A Mathematician Reads the Newspaper 88%
The morning paper rests on hidden math. A mathematician reveals the numbers that change the story.
by John Allen Paulos 1997
3.60
1k+ ratings
Misbelief
by Dan Ariely • 2023
Conspiracy theories start not with stupidity but with cumulative, uncontrollable stress.
3.90
2k+
Misbelief Summary
Misbelief 88%
Conspiracy theories start not with stupidity but with cumulative, uncontrollable stress.
by Dan Ariely 2023
3.90
2k+ ratings
So lügt man mit Statistik
by Walter Krämer • 1991
Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.
3.74
136
So lügt man mit Statistik Summary
So lügt man mit Statistik 88%
Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.
by Walter Krämer 1991
3.74
136 ratings
The Death of Expertise
by Thomas M. Nichols • 2017
Why do people resent the experts who know more? A diagnosis of the cultural war on knowledge.
3.82
10k+
The Death of Expertise Summary
The Death of Expertise 87%
Why do people resent the experts who know more? A diagnosis of the cultural war on knowledge.
by Thomas M. Nichols 2017
3.82
10k+ ratings
Network Propaganda
by Yochai Benkler • 2018
The internet did not polarize America; a lopsided propaganda machine built over decades did.
4.14
387
Network Propaganda Summary
Network Propaganda 87%
The internet did not polarize America; a lopsided propaganda machine built over decades did.
by Yochai Benkler 2018
4.14
387 ratings
You May Also Like
by Tom Vanderbilt • 2016
Your tastes feel personal. The science of why they're mostly unconscious, borrowed, or made up.
3.29
1k+
You May Also Like Summary
You May Also Like 87%
Your tastes feel personal. The science of why they're mostly unconscious, borrowed, or made up.
by Tom Vanderbilt 2016
3.29
1k+ ratings
Calling Bullshit
by Carl T. Bergstrom • 2020
Numbers and algorithms are the new bullshit. Two scientists hand you the detection kit.
4.10
5k+
Calling Bullshit Summary
Calling Bullshit 87%
Numbers and algorithms are the new bullshit. Two scientists hand you the detection kit.
by Carl T. Bergstrom 2020
4.10
5k+ ratings
Everyday Chaos
by David Weinberger • 2019
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
3.78
202
Everyday Chaos Summary
Everyday Chaos 87%
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
by David Weinberger 2019
3.78
202 ratings
Rationality
by Eliezer Yudkowsky • 2015
Human reason is buggy code. Here is the patch from cognitive science and AI.
4.32
2k+
Rationality Summary
Rationality 87%
Human reason is buggy code. Here is the patch from cognitive science and AI.
by Eliezer Yudkowsky 2015
4.32
2k+ ratings
Future Babble
by Dan Gardner • 2010
Confidence sells. Accuracy doesn't. Why the loudest experts are the worst forecasters.
3.79
737
Future Babble Summary
Future Babble 87%
Confidence sells. Accuracy doesn't. Why the loudest experts are the worst forecasters.
by Dan Gardner 2010
3.79
737 ratings
This Idea Is Brilliant
by John Brockman • 2018
The overlooked scientific ideas top minds most urgently want you to know, from entropy to emergence.
3.83
662
This Idea Is Brilliant Summary
This Idea Is Brilliant 87%
The overlooked scientific ideas top minds most urgently want you to know, from entropy to emergence.
by John Brockman 2018
3.83
662 ratings
The Quick Fix
by Jesse Singal • 2021
How psychology's biggest fads escaped the lab, became policy, and did harm, despite the evidence.
3.91
1k+
The Quick Fix Summary
The Quick Fix 87%
How psychology's biggest fads escaped the lab, became policy, and did harm, despite the evidence.
by Jesse Singal 2021
3.91
1k+ ratings
Humble Pi
by Matt Parker • 2019
Math errors have sunk ships and crashed economies. A mathematician-comedian explains why.
4.10
23k+
Humble Pi Summary
Humble Pi 87%
Math errors have sunk ships and crashed economies. A mathematician-comedian explains why.
by Matt Parker 2019
4.10
23k+ ratings
Proof
by Adam Kucharski • 2025
Math proves, courts weigh odds, science disproves. Three logics of truth, one costly confusion.
3.79
340
Proof Summary
Proof 87%
Math proves, courts weigh odds, science disproves. Three logics of truth, one costly confusion.
by Adam Kucharski 2025
3.79
340 ratings
Risk
by Daniel Gardner • 2008
Motorcycle crashes kill more than terrorists. Your brain's shortcuts make you fear the wrong one.
3.96
6k+
Risk Summary
Risk 87%
Motorcycle crashes kill more than terrorists. Your brain's shortcuts make you fear the wrong one.
by Daniel Gardner 2008
3.96
6k+ ratings
Everybody Lies
by Seth Stephens-Davidowitz • 2017
Google searches expose the racism, fear, and desire that surveys and social media carefully hide.
3.91
43k+
Everybody Lies Summary
Everybody Lies 87%
Google searches expose the racism, fear, and desire that surveys and social media carefully hide.
by Seth Stephens-Davidowitz 2017
3.91
43k+ ratings
Foolproof
by Sander van der Linden • 2023
Correcting lies comes too late. A weakened dose of manipulation, taken beforehand, builds immunity.
3.97
969
Foolproof Summary
Foolproof 87%
Correcting lies comes too late. A weakened dose of manipulation, taken beforehand, builds immunity.
by Sander van der Linden 2023
3.97
969 ratings
Facts and Other Lies
by Ed Coper • 2022
The internet runs on outrage, our brains are built for bias, and facts never stood a chance.
4.16
242
Facts and Other Lies Summary
Facts and Other Lies 87%
The internet runs on outrage, our brains are built for bias, and facts never stood a chance.
by Ed Coper 2022
4.16
242 ratings
AIQ
by Nick Polson • 2018
What a 19th-century nurse and a lost submarine reveal about the algorithms that now run your life.
4.15
742
AIQ Summary
AIQ 87%
What a 19th-century nurse and a lost submarine reveal about the algorithms that now run your life.
by Nick Polson 2018
4.15
742 ratings
A Hacker's Mind
by Bruce Schneier • 2023
Every system has loopholes. The powerful find them first, from tax codes to your attention.
3.68
1k+
A Hacker's Mind Summary
A Hacker's Mind 87%
Every system has loopholes. The powerful find them first, from tax codes to your attention.
by Bruce Schneier 2023
3.68
1k+ ratings
The Ethical Algorithm
by Michael Kearns • 2019
Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.
4.10
671
The Ethical Algorithm Summary
The Ethical Algorithm 87%
Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.
by Michael Kearns 2019
4.10
671 ratings
The Misinformation Age
by Cailin O'Connor • 2018
False beliefs spread through social networks, not faulty brains. And the math proves it.
3.77
1k+
The Misinformation Age Summary
The Misinformation Age 87%
False beliefs spread through social networks, not faulty brains. And the math proves it.
by Cailin O'Connor 2018
3.77
1k+ ratings
The Constitution of Knowledge
by Jonathan Rauch • 2021
Two invisible rules keep society tethered to reality. Both are being dismantled.
4.25
2k+
The Constitution of Knowledge Summary
The Constitution of Knowledge 87%
Two invisible rules keep society tethered to reality. Both are being dismantled.
by Jonathan Rauch 2021
4.25
2k+ ratings
Theories, Predictions, and Diagnoses
by Malcolm Gladwell • 2009
Most failures of expertise come from treating one kind of problem as if it were another.
3.99
1k+
Theories, Predictions, and Diagnoses Summary
Theories, Predictions, and Diagnoses 87%
Most failures of expertise come from treating one kind of problem as if it were another.
by Malcolm Gladwell 2009
3.99
1k+ ratings
Calculated Risks
by Gerd Gigerenzer • 2002
How to tell when a percentage misleads you, and the reframing that reveals the truth.
3.96
671
Calculated Risks Summary
Calculated Risks 87%
How to tell when a percentage misleads you, and the reframing that reveals the truth.
by Gerd Gigerenzer 2002
3.96
671 ratings
Biased
by Jennifer L. Eberhardt • 2019
Brains sort. Society stereotypes. Implicit bias shapes split-second decisions with deadly stakes.
4.31
9k+
Biased Summary
Biased 87%
Brains sort. Society stereotypes. Implicit bias shapes split-second decisions with deadly stakes.
by Jennifer L. Eberhardt 2019
4.31
9k+ ratings
The Soundscape
by R. Murray Schafer • 1977
Civilization buried earth's oldest music in noise. A map of the lost soundscape and how to hear it.
4.13
789
The Soundscape Summary
The Soundscape 87%
Civilization buried earth's oldest music in noise. A map of the lost soundscape and how to hear it.
by R. Murray Schafer 1977
4.13
789 ratings
You Look Like a Thing and I Love You
by Janelle Shane • 2019
AI isn't outsmarting us; it's misnaming a kitten. A tour of machine learning's weirdest failures.
4.11
5k+
You Look Like a Thing and I Love You Summary
You Look Like a Thing and I Love You 87%
AI isn't outsmarting us; it's misnaming a kitten. A tour of machine learning's weirdest failures.
by Janelle Shane 2019
4.11
5k+ ratings
The Numbers Game
by Michael Blastland • 2008
Most numbers in the news mislead you; a few mental habits reveal the real story.
3.65
344
The Numbers Game Summary
The Numbers Game 87%
Most numbers in the news mislead you; a few mental habits reveal the real story.
by Michael Blastland 2008
3.65
344 ratings
Risk Intelligence
by Dylan Evans • 2012
Your probability estimates are worse than you think. It's trainable, and the payoff is real.
3.71
256
Risk Intelligence Summary
Risk Intelligence 87%
Your probability estimates are worse than you think. It's trainable, and the payoff is real.
by Dylan Evans 2012
3.71
256 ratings
Risk
by Stanley McChrystal • 2021
In 1983, one man's doubt stopped a nuclear war. The lesson for your organization's risk systems.
3.64
799
Risk Summary
Risk 87%
In 1983, one man's doubt stopped a nuclear war. The lesson for your organization's risk systems.
by Stanley McChrystal 2021
3.64
799 ratings
Fooled By Randomness & The Black Swan
by Nassim Nicholas Taleb • 2008
Stability is an illusion, prediction is a scam: the architecture of a life that needs the chaos.
4.17
287
Fooled By Randomness & The Black Swan Summary
Fooled By Randomness & The Black Swan 87%
Stability is an illusion, prediction is a scam: the architecture of a life that needs the chaos.
by Nassim Nicholas Taleb 2008
4.17
287 ratings
Fooled by Randomness
by Nassim Nicholas Taleb • 2001
Ten thousand coin-flippers produce three hundred geniuses. The biographies write themselves.
4.08
72k+
Fooled by Randomness Summary
Fooled by Randomness 87%
Ten thousand coin-flippers produce three hundred geniuses. The biographies write themselves.
by Nassim Nicholas Taleb 2001
4.08
72k+ ratings
Post-Truth
by Lee McIntyre • 2018
Tobacco companies perfected the blueprint for making people doubt facts. Now it powers politics.
4.01
2k+
Post-Truth Summary
Post-Truth 87%
Tobacco companies perfected the blueprint for making people doubt facts. Now it powers politics.
by Lee McIntyre 2018
4.01
2k+ ratings
Good Thinking
by David Robert Grimes • 2021
Bad logic corrupts medicine, politics, and media. A physicist shows how to spot it.
4.29
312
Good Thinking Summary
Good Thinking 87%
Bad logic corrupts medicine, politics, and media. A physicist shows how to spot it.
by David Robert Grimes 2021
4.29
312 ratings
Once Upon A Number
by John Allen Paulos • 1998
Stories and statistics are two languages your brain was never designed to reconcile.
3.36
228
Once Upon A Number Summary
Once Upon A Number 87%
Stories and statistics are two languages your brain was never designed to reconcile.
by John Allen Paulos 1998
3.36
228 ratings
Algorithms to Live By
by Brian Christian • 2016
When to settle, when to quit, when to trust chance: computer science already found the answers.
4.12
35k+
Algorithms to Live By Summary
Algorithms to Live By 87%
When to settle, when to quit, when to trust chance: computer science already found the answers.
by Brian Christian 2016
4.12
35k+ ratings
Race After Technology
by Ruha Benjamin • 2019
Facial recognition fails on dark skin. Hiring algorithms prefer white names. That's by design.
4.26
2k+
Race After Technology Summary
Race After Technology 87%
Facial recognition fails on dark skin. Hiring algorithms prefer white names. That's by design.
by Ruha Benjamin 2019
4.26
2k+ ratings
The AI Con
by Emily M. Bender • 2025
ChatGPT isn't thinking, the doom-sayers aren't helping, and the real AI harms are already here.
3.69
2k+
The AI Con Summary
The AI Con 87%
ChatGPT isn't thinking, the doom-sayers aren't helping, and the real AI harms are already here.
by Emily M. Bender 2025
3.69
2k+ ratings
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