25 Books like The Ethical Algorithm

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

🧩 Algorithmic Bias 🤖 AI Ethics 💻 Tech Criticism 🎲 History Of Probability 🕸️ Complex Systems

Rage Inside the Machine 97%

Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.

by Robert Elliott Smith 2019

3.97

145 ratings

🧩 Algorithmic Bias 🤖 AI Ethics 💻 Tech Criticism 🎲 History Of Probability 🕸️ Complex Systems

Hello World

by Hannah Fry • 2018

When algorithms police, diagnose, and drive, blind trust becomes the real danger.

4.11

12k+

🧭 Data Ethics 📊 Algorithmic Bias 👥 Human In The Loop 🚔 Predictive Policing 🔒 Data Privacy

Hello World 97%

When algorithms police, diagnose, and drive, blind trust becomes the real danger.

by Hannah Fry 2018

4.11

12k+ ratings

🧭 Data Ethics 📊 Algorithmic Bias 👥 Human In The Loop 🚔 Predictive Policing 🔒 Data Privacy

How Data Happened

by Chris Wiggins • 2023

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

3.54

467

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics 👁️ Surveillance Capitalism 📊 Algorithmic Bias

How Data Happened 97%

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

by Chris Wiggins 2023

3.54

467 ratings

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics 👁️ Surveillance Capitalism 📊 Algorithmic Bias

Code Dependent

by Madhumita Murgia • 2024

Behind every AI is an exploited, invisible workforce. A reporter traces the human supply chain.

4.03

3k+

⚖️ Algorithmic Bias 🤖 Ai Ethics 👷 Digital Labor 👁️ Surveillance Capitalism 🛡️ Content Moderation

Code Dependent 97%

Behind every AI is an exploited, invisible workforce. A reporter traces the human supply chain.

by Madhumita Murgia 2024

4.03

3k+ ratings

⚖️ Algorithmic Bias 🤖 Ai Ethics 👷 Digital Labor 👁️ Surveillance Capitalism 🛡️ Content Moderation

A Human Algorithm

by Flynn Coleman • 2019

Machines are learning to think. The real question is whether we will remember how to feel.

3.58

299

🤖 Ai Ethics 💼 Future Of Work ⚖️ Algorithmic Bias 🧠 Machine Consciousness 🌍 Diversity In Tech

A Human Algorithm 97%

Machines are learning to think. The real question is whether we will remember how to feel.

by Flynn Coleman 2019

3.58

299 ratings

🤖 Ai Ethics 💼 Future Of Work ⚖️ Algorithmic Bias 🧠 Machine Consciousness 🌍 Diversity In Tech

System Error

by Rob Reich • 2021

Tech companies optimized for growth and broke democracy. The cure is political, not digital.

3.82

608

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Automation And Labor 🧑‍💻 Tech Criticism 💰 Venture Capital

System Error 96%

Tech companies optimized for growth and broke democracy. The cure is political, not digital.

by Rob Reich 2021

3.82

608 ratings

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Automation And Labor 🧑‍💻 Tech Criticism 💰 Venture Capital

AI Ethics

by Mark Coeckelbergh • 2020

Your phone, your hospital, your job: AI is already there. The ethics have barely begun.

3.63

903

🤖 Ai Ethics 🏛️ Technology Policy ⚖️ Machine Learning Bias 🧠 Philosophy Of Mind 👁️ Privacy And Surveillance

AI Ethics 96%

Your phone, your hospital, your job: AI is already there. The ethics have barely begun.

by Mark Coeckelbergh 2020

3.63

903 ratings

🤖 Ai Ethics 🏛️ Technology Policy ⚖️ Machine Learning Bias 🧠 Philosophy Of Mind 👁️ Privacy And Surveillance

The Big Nine

by Amy Webb • 2019

Nine companies control AI's future. Their blind spots are becoming everyone's problem.

3.75

2k+

🏢 Big Tech ⚖️ Ai Ethics 📊 Algorithmic Bias 🛡️ Ai Safety 🏛️ Ai Governance

The Big Nine 96%

Nine companies control AI's future. Their blind spots are becoming everyone's problem.

by Amy Webb 2019

3.75

2k+ ratings

🏢 Big Tech ⚖️ Ai Ethics 📊 Algorithmic Bias 🛡️ Ai Safety 🏛️ Ai Governance

How AI Thinks

by Nigel Toon • 2024

It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.

3.62

322

💻 Computing History 🧠 Machine Learning ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai

How AI Thinks 96%

It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.

by Nigel Toon 2024

3.62

322 ratings

💻 Computing History 🧠 Machine Learning ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai

The Equality Machine

by Orly Lobel • 2022

Algorithms see the bias humans miss. That makes them inequality's most potent and misunderstood fix.

3.89

154

🔍 Algorithmic Fairness 💼 Workplace Bias 📢 Digital Activism 🏥 Healthcare Technology ⚖️ Responsible Ai

The Equality Machine 96%

Algorithms see the bias humans miss. That makes them inequality's most potent and misunderstood fix.

by Orly Lobel 2022

3.89

154 ratings

🔍 Algorithmic Fairness 💼 Workplace Bias 📢 Digital Activism 🏥 Healthcare Technology ⚖️ Responsible Ai

The Eye of the Master

by Matteo Pasquinelli • 2023

AI was never about thinking machines. It was built to measure, rank, and control workers.

4.06

292

🧠 Critical AI Studies 💻 History Of Computing 🏭 Division Of Labor 🐝 Collective Intelligence 📏 Psychometric History

The Eye of the Master 96%

AI was never about thinking machines. It was built to measure, rank, and control workers.

by Matteo Pasquinelli 2023

4.06

292 ratings

🧠 Critical AI Studies 💻 History Of Computing 🏭 Division Of Labor 🐝 Collective Intelligence 📏 Psychometric History

Artificial Intelligence (WIRED guides)

by Matthew Burgess • 2021

AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?

3.71

147

🖥️ Machine Learning 🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy

Artificial Intelligence (WIRED guides) Summary

Artificial Intelligence (WIRED guides) 95%

AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?

by Matthew Burgess 2021

3.71

147 ratings

🖥️ Machine Learning 🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy

Automate This

by Christopher Steiner • 2012

Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.

3.82

4k+

📈 Algorithmic Trading 🤖 Automation And Society 💻 Computational Thinking 🏛️ Wall Street History 🔮 Future Of Work

Automate This 95%

Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.

by Christopher Steiner 2012

3.82

4k+ ratings

📈 Algorithmic Trading 🤖 Automation And Society 💻 Computational Thinking 🏛️ Wall Street History 🔮 Future Of Work

Robin Hood Math

by Noah Giansiracusa • 2025

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

3.91

185

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

Robin Hood Math 95%

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

by Noah Giansiracusa 2025

3.91

185 ratings

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

Artificial Intelligence

by Lasse Rouhiainen • 2018

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

3.92

314

🤖 Artificial Intelligence 💻 Digital Transformation 🧠 Machine Learning ⚖️ Ai Ethics 💼 Future Of Work

Artificial Intelligence 95%

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

by Lasse Rouhiainen 2018

3.92

314 ratings

🤖 Artificial Intelligence 💻 Digital Transformation 🧠 Machine Learning ⚖️ Ai Ethics 💼 Future Of Work

Tools and Weapons

by Brad Smith • 2019

Tech weaponized your data, your vote, your face. An insider's plan to take them back.

3.85

2k+

🏛️ Tech Policy 🔒 Privacy Rights 🛡️ Cybersecurity 🤖 Ai Ethics 🌐 Digital Divide

Tools and Weapons 95%

Tech weaponized your data, your vote, your face. An insider's plan to take them back.

by Brad Smith 2019

3.85

2k+ ratings

🏛️ Tech Policy 🔒 Privacy Rights 🛡️ Cybersecurity 🤖 Ai Ethics 🌐 Digital Divide

The Master Algorithm

by Pedro Domingos • 2015

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

3.73

6k+

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

The Master Algorithm 95%

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

by Pedro Domingos 2015

3.73

6k+ ratings

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

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

⚖️ Algorithmic Bias 📰 Online Misinformation 🎭 Deepfakes 🤖 Ai Ethics 🏛️ Tech Accountability

How Algorithms Create and Prevent Fake News Summary

How Algorithms Create and Prevent Fake News 95%

Algorithms chase engagement, not truth. Lies outperform facts every time, and platforms know it.

by Noah Giansiracusa 2021

3.25

20 ratings

⚖️ Algorithmic Bias 📰 Online Misinformation 🎭 Deepfakes 🤖 Ai Ethics 🏛️ Tech Accountability

Big Data

by Viktor Mayer-Schönberger • 2013

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

3.69

9k+

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis

Big Data 95%

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

by Viktor Mayer-Schönberger 2013

3.69

9k+ ratings

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis

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+

🤖 Algorithmic Bias 📖 Critical Race Theory 🛠️ Techno-Solutionism ⚖️ Data Justice 👁️ Racial Surveillance

Race After Technology 95%

Facial recognition fails on dark skin. Hiring algorithms prefer white names. That's by design.

by Ruha Benjamin 2019

4.26

2k+ ratings

🤖 Algorithmic Bias 📖 Critical Race Theory 🛠️ Techno-Solutionism ⚖️ Data Justice 👁️ Racial Surveillance

The Age of A.I. and Our Human Future

by Henry Kissinger • 2021

Old rules of knowledge, power, and war were built for humans. AI is rewriting them.

3.43

5k+

🤖 Machine Learning 🌐 Tech Geopolitics ⚖️ Ai Ethics 🚀 Autonomous Weapons 🐽 Ai Governance

The Age of A.I. and Our Human Future Summary

The Age of A.I. and Our Human Future 95%

Old rules of knowledge, power, and war were built for humans. AI is rewriting them.

by Henry Kissinger 2021

3.43

5k+ ratings

🤖 Machine Learning 🌐 Tech Geopolitics ⚖️ Ai Ethics 🚀 Autonomous Weapons 🐽 Ai Governance

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+

🔒 Security Mindset 💰 Financial Loopholes 🏛️ Regulatory Capture 🧠 Cognitive Biases 📱 Attention Economy

A Hacker's Mind 95%

Every system has loopholes. The powerful find them first, from tax codes to your attention.

by Bruce Schneier 2023

3.68

1k+ ratings

🔒 Security Mindset 💰 Financial Loopholes 🏛️ Regulatory Capture 🧠 Cognitive Biases 📱 Attention Economy

Radical Technologies

by Adam Greenfield • 2017

Eight technologies that run your day: the invisible tradeoffs reshaping power, work, and identity.

4.02

1k+

⚡ Tech Criticism 👁️ Surveillance Capitalism ⚖️ Ethics Of Technology 🤖 Automation Anxiety 🖨️ Digital Fabrication

Radical Technologies 95%

Eight technologies that run your day: the invisible tradeoffs reshaping power, work, and identity.

by Adam Greenfield 2017

4.02

1k+ ratings

⚡ Tech Criticism 👁️ Surveillance Capitalism ⚖️ Ethics Of Technology 🤖 Automation Anxiety 🖨️ Digital Fabrication

Artificial Intelligence and the Future of Power

by Rajiv Malhotra • 2021

Two nations race to own AI. The prize: your job, your mind, and the global pecking order.

4.28

217

🌍 Ai Geopolitics 🛡️ Digital Sovereignty 🏭 Job Displacement 📱 Digital Addiction 💰 Surveillance Capitalism

Artificial Intelligence and the Future of Power Summary

Artificial Intelligence and the Future of Power 95%

Two nations race to own AI. The prize: your job, your mind, and the global pecking order.

by Rajiv Malhotra 2021

4.28

217 ratings

🌍 Ai Geopolitics 🛡️ Digital Sovereignty 🏭 Job Displacement 📱 Digital Addiction 💰 Surveillance Capitalism

Team Human

by Douglas Rushkoff • 2019

Technology promised connection but atomized us. The fix is not code; it is reclaiming our humanity.

3.83

1k+

📱 Digital Criticism ⚠️ Algorithmic Bias 🧬 Social Creatures 🤝 Collective Action 🏘️ Localism

Team Human 95%

Technology promised connection but atomized us. The fix is not code; it is reclaiming our humanity.

by Douglas Rushkoff 2019

3.83

1k+ ratings

📱 Digital Criticism ⚠️ Algorithmic Bias 🧬 Social Creatures 🤝 Collective Action 🏘️ Localism

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