⚖️ Algorithmic Bias

Investigations into how the code shaping our lives — hiring tools, criminal sentencing, social media feeds — encodes and amplifies human prejudice. These books make the invisible architecture of inequality visible.

Atlas of AI

by Kate Crawford • 2020

Artificial intelligence is not just code. It runs on mines, warehouses, and state surveillance.

3.93

3k+

🔍 Tech Criticism 🏢 Big Tech Critique ⛏️ Extractive Capitalism 📊 Data Ethics 👷 Labor And Automation

Atlas of AI

Artificial intelligence is not just code. It runs on mines, warehouses, and state surveillance.

by Kate Crawford 2020

3.93

3k+ ratings

🔍 Tech Criticism 🏢 Big Tech Critique ⛏️ Extractive Capitalism 📊 Data Ethics 👷 Labor And Automation

Unmasking AI

by Joy Buolamwini • 2023

AI couldn’t see her face. So she put on a white mask and exposed a billion-dollar bias.

4.10

2k+

🛡️ Ai Accountability 🔏 Digital Rights 👩‍💻 Feminist Technology 🧑🏿‍💻 Race And Technology 🏛️ Tech Policy

Unmasking AI

AI couldn’t see her face. So she put on a white mask and exposed a billion-dollar bias.

by Joy Buolamwini 2023

4.10

2k+ ratings

🛡️ Ai Accountability 🔏 Digital Rights 👩‍💻 Feminist Technology 🧑🏿‍💻 Race And Technology 🏛️ Tech Policy

A Brief History of Artificial Intelligence

by Michael Wooldridge • 2021

AI has overpromised for decades. Deep learning is different, but not how most think.

3.87

555

📜 Ai History 🧠 Machine Learning ⚖️ Ai Ethics 🤖 Job Automation 💭 Machine Consciousness

A Brief History of Artificial Intelligence

AI has overpromised for decades. Deep learning is different, but not how most think.

by Michael Wooldridge 2021

3.87

555 ratings

📜 Ai History 🧠 Machine Learning ⚖️ Ai Ethics 🤖 Job Automation 💭 Machine Consciousness

The Alignment Problem

by Brian Christian • 2020

AI learns our blind spots along with our data. Correcting that is the central problem in computing.

4.34

5k+

🎯 Ai Alignment 🤖 Machine Learning Ethics 🔍 Interpretable Ai 🕹️ Reinforcement Learning 🧠 Neural Network History

The Alignment Problem

AI learns our blind spots along with our data. Correcting that is the central problem in computing.

by Brian Christian 2020

4.34

5k+ ratings

🎯 Ai Alignment 🤖 Machine Learning Ethics 🔍 Interpretable Ai 🕹️ Reinforcement Learning 🧠 Neural Network History

Weapons of Math Destruction

by Cathy O'Neil • 2016

How the algorithms that score your life lock in poverty, deepen racism, and erode democracy.

3.87

30k+

📊 Big Data Ethics 🔒 Data Privacy 👮 Predictive Policing ⚖️ Algorithmic Accountability 🗳️ Digital Democracy

Weapons of Math Destruction

How the algorithms that score your life lock in poverty, deepen racism, and erode democracy.

by Cathy O'Neil 2016

3.87

30k+ ratings

📊 Big Data Ethics 🔒 Data Privacy 👮 Predictive Policing ⚖️ Algorithmic Accountability 🗳️ Digital Democracy

Invisible Women

by Caroline Criado Pérez • 2019

Half the population is missing from the data that shapes our world, and it's killing them.

4.34

173k+

📊 Data Feminism 💰 Feminist Economics 🧹 Invisible Labor 💉 Medical Gender Bias 🏛️ Structural Sexism

Invisible Women

Half the population is missing from the data that shapes our world, and it's killing them.

by Caroline Criado Pérez 2019

4.34

173k+ ratings

📊 Data Feminism 💰 Feminist Economics 🧹 Invisible Labor 💉 Medical Gender Bias 🏛️ Structural Sexism

Design Justice

by Sasha Costanza-Chock • 2020

Design decides who benefits and who gets hurt. The communities on the losing end are now leading.

4.18

548

🫱🏾‍🫲🏽 Participatory Design ⚖️ Tech Ethics ✊🏿 Intersectional Feminism 🔍 Critical Design Studies ♿ Disability Justice

Design Justice

Design decides who benefits and who gets hurt. The communities on the losing end are now leading.

by Sasha Costanza-Chock 2020

4.18

548 ratings

🫱🏾‍🫲🏽 Participatory Design ⚖️ Tech Ethics ✊🏿 Intersectional Feminism 🔍 Critical Design Studies ♿ Disability Justice

Calling Bullshit

by Carl T. Bergstrom • 2020

Numbers and algorithms are the new bullshit. Two scientists hand you the detection kit.

4.10

5k+

🧠 Critical Thinking 📊 Data Literacy 📰 Media Literacy 🦠 Misinformation 📈 Statistical Thinking

Calling Bullshit

Numbers and algorithms are the new bullshit. Two scientists hand you the detection kit.

by Carl T. Bergstrom 2020

4.10

5k+ ratings

🧠 Critical Thinking 📊 Data Literacy 📰 Media Literacy 🦠 Misinformation 📈 Statistical Thinking

Hello World

by Hannah Fry • 2018

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

4.11

12k+

🧭 Data Ethics 👥 Human In The Loop 🚔 Predictive Policing 🔒 Data Privacy ⚙️ Automation Paradox

Hello World

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

by Hannah Fry 2018

4.11

12k+ ratings

🧭 Data Ethics 👥 Human In The Loop 🚔 Predictive Policing 🔒 Data Privacy ⚙️ Automation Paradox

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 🛡️ Ai Safety 🏛️ Ai Governance 🌐 Us-China Rivalry

The Big Nine

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 🛡️ Ai Safety 🏛️ Ai Governance 🌐 Us-China Rivalry

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+

🤖 Ai Explainers ⚠️ Ai Limitations 🎨 Ai Creativity 😂 Technology Humor 🧠 Neural Networks

You Look Like a Thing and I Love You

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

🤖 Ai Explainers ⚠️ Ai Limitations 🎨 Ai Creativity 😂 Technology Humor 🧠 Neural Networks

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+

📖 Critical Race Theory 🛠️ Techno-Solutionism ⚖️ Data Justice 👁️ Racial Surveillance ✊ Abolitionist Thought

Race After Technology

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

by Ruha Benjamin 2019

4.26

2k+ ratings

📖 Critical Race Theory 🛠️ Techno-Solutionism ⚖️ Data Justice 👁️ Racial Surveillance ✊ Abolitionist Thought

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+

🤖 Ai Criticism 🔍 Technology Criticism 👁️ Surveillance Capitalism 🔧 Labor And Automation 🏛️ Big Tech Accountability

The AI Con

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

🤖 Ai Criticism 🔍 Technology Criticism 👁️ Surveillance Capitalism 🔧 Labor And Automation 🏛️ Big Tech Accountability

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

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

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

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

Your Face Belongs to Us

by Kashmir Hill • 2023

A startup scraped 3 billion faces, sold the tool to police, and public anonymity may never recover.

4.11

2k+

👤 Facial Recognition 🏢 Corporate Surveillance 👁️ Surveillance Studies 📜 Privacy Law 🚔 Police Surveillance

Your Face Belongs to Us

A startup scraped 3 billion faces, sold the tool to police, and public anonymity may never recover.

by Kashmir Hill 2023

4.11

2k+ ratings

👤 Facial Recognition 🏢 Corporate Surveillance 👁️ Surveillance Studies 📜 Privacy Law 🚔 Police Surveillance

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 🧬 Social Creatures 🤝 Collective Action 🏘️ Localism 💰 Anti-Capitalism

Team Human

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 🧬 Social Creatures 🤝 Collective Action 🏘️ Localism 💰 Anti-Capitalism

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

🔒 Data Privacy 🤖 Ai Ethics 🎲 Game Theory 🔬 Reproducibility Crisis ⚠️ Ai Safety

The Ethical Algorithm

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

🔒 Data Privacy 🤖 Ai Ethics 🎲 Game Theory 🔬 Reproducibility Crisis ⚠️ Ai Safety

The AI Playbook

by Eric Siegel • 2024

How to get machine learning out of the lab: sell the operational improvement, not the algorithm.

3.98

127

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management 📊 Data Quality 📏 Model Evaluation

The AI Playbook

How to get machine learning out of the lab: sell the operational improvement, not the algorithm.

by Eric Siegel 2024

3.98

127 ratings

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management 📊 Data Quality 📏 Model Evaluation

The Smart Enough City

by Ben Green • 2019

Smart cities dress up political problems as engineering ones. The fix is governance, not gadgets.

4.12

208

🏙️ Smart Cities 🏛️ Urban Policy 💻 Technology Criticism ⚙️ Techno-Solutionism 🔒 Data Privacy

The Smart Enough City

Smart cities dress up political problems as engineering ones. The fix is governance, not gadgets.

by Ben Green 2019

4.12

208 ratings

🏙️ Smart Cities 🏛️ Urban Policy 💻 Technology Criticism ⚙️ Techno-Solutionism 🔒 Data Privacy

The ChatGPT Ninja

by Neil Dagger • 2023

AI detectors are blocking your work. The prompt methods and free tools that get past them.

4.14

139

🛠️ Prompt Engineering 🧠 Generative Ai ⚖️ Ai Ethics ✍️ Writing With Ai 📰 Misinformation

The ChatGPT Ninja

AI detectors are blocking your work. The prompt methods and free tools that get past them.

by Neil Dagger 2023

4.14

139 ratings

🛠️ Prompt Engineering 🧠 Generative Ai ⚖️ Ai Ethics ✍️ Writing With Ai 📰 Misinformation

The Algorithm

by Hilke Schellmann • 2024

Why you should fear the algorithms that hire and fire: they're biased, unscientific, and watching.

3.84

429

🏢 AI In The Workplace 💼 Hiring Practices 👀 Workplace Surveillance 🤖 AI Ethics 📱 Tech Criticism

The Algorithm

Why you should fear the algorithms that hire and fire: they're biased, unscientific, and watching.

by Hilke Schellmann 2024

3.84

429 ratings

🏢 AI In The Workplace 💼 Hiring Practices 👀 Workplace Surveillance 🤖 AI Ethics 📱 Tech Criticism

Possible Minds

by John Brockman • 2019

Twenty-five thinkers on AI's biggest risks and the one design question that matters most.

3.77

837

🤖 Ai Ethics ⚙️ Ai Alignment 🔄 Cybernetics 🤝 Human-Ai Interaction 🌌 Technological Singularity

Possible Minds

Twenty-five thinkers on AI's biggest risks and the one design question that matters most.

by John Brockman 2019

3.77

837 ratings

🤖 Ai Ethics ⚙️ Ai Alignment 🔄 Cybernetics 🤝 Human-Ai Interaction 🌌 Technological Singularity

Meme Wars

by Joan Donovan • 2022

From Gamergate to the Capitol riot: how the web's design builds the road to radicalization.

3.98

483

🕸️ Online Radicalization ⚔️ Culture Wars 🐸 Meme Culture 🎭 Media Manipulation 👁️ Conspiracy Theories

Meme Wars

From Gamergate to the Capitol riot: how the web's design builds the road to radicalization.

by Joan Donovan 2022

3.98

483 ratings

🕸️ Online Radicalization ⚔️ Culture Wars 🐸 Meme Culture 🎭 Media Manipulation 👁️ Conspiracy Theories

Code Dependent

by Madhumita Murgia • 2024

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

4.03

3k+

🤖 Ai Ethics 👷 Digital Labor 👁️ Surveillance Capitalism 🛡️ Content Moderation 🔐 Digital Rights

Code Dependent

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

by Madhumita Murgia 2024

4.03

3k+ ratings

🤖 Ai Ethics 👷 Digital Labor 👁️ Surveillance Capitalism 🛡️ Content Moderation 🔐 Digital Rights

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

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

12 Bytes

by Jeanette Winterson • 2021

AI has a history: female, literary, and older than electricity. A novelist connects the dots.

3.90

2k+

🤖 Ai Ethics 💻 History Of Computing 👩‍💻 Tech Feminism 👁️ Surveillance Capitalism 🧬 Transhumanism

12 Bytes

AI has a history: female, literary, and older than electricity. A novelist connects the dots.

by Jeanette Winterson 2021

3.90

2k+ ratings

🤖 Ai Ethics 💻 History Of Computing 👩‍💻 Tech Feminism 👁️ Surveillance Capitalism 🧬 Transhumanism

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 🧠 Machine Consciousness 🌍 Diversity In Tech 🔒 Digital Privacy

A Human Algorithm

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 🧠 Machine Consciousness 🌍 Diversity In Tech 🔒 Digital Privacy

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

🧠 Cognitive Psychology 🧩 Bounded Rationality 🔍 Heuristics And Biases 🤖 Ai Critique 🛡️ Ai Ethics

How to Stay Smart in a Smart World

AI masters chess but fumbles real life. Why simple human judgment still outperforms algorithms.

by Gerd Gigerenzer 2022

3.82

502 ratings

🧠 Cognitive Psychology 🧩 Bounded Rationality 🔍 Heuristics And Biases 🤖 Ai Critique 🛡️ Ai Ethics

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 📱 Attention Economy

How Data Happened

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 📱 Attention Economy

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