🔍 Model Criticism

The rigorous practice of interrogating statistical and machine learning models, asking not just whether they work but whether they faithfully represent reality.

Spoilt Rotten

by dalrymple-theodore • 2010

Sentiment now governs law, schools, and foreign aid. The cruelty that follows is no accident.

3.96

1k+

🏛️ Cultural Criticism 🗣️ Political Polemics 🔍 Rational Inquiry

Spoilt Rotten 88%

Sentiment now governs law, schools, and foreign aid. The cruelty that follows is no accident.

by dalrymple-theodore 2010

3.96

1k+ ratings

🏛️ Cultural Criticism 🗣️ Political Polemics 🔍 Rational Inquiry

Lost in Math

by Sabine Hossenfelder • 2018

Theoretical physics is stuck. The culprit isn't bad math, but a fixation on elegant theories.

4.05

3k+

⚛️ Theoretical Physics 🤔 Philosophy Of Physics 🎨 Aesthetic Bias In Science

Lost in Math 88%

Theoretical physics is stuck. The culprit isn't bad math, but a fixation on elegant theories.

by Sabine Hossenfelder 2018

4.05

3k+ ratings

⚛️ Theoretical Physics 🤔 Philosophy Of Physics 🎨 Aesthetic Bias In Science

Monsters

by Claire Dederer • 2023

Our favorite art was made by awful people. A critic's personal, unresolved struggle with that fact.

3.68

23k+

🎨 Art Criticism 🗣️ Cultural Criticism 📝 Essay Collections

Monsters 87%

Our favorite art was made by awful people. A critic's personal, unresolved struggle with that fact.

by Claire Dederer 2023

3.68

23k+ ratings

🎨 Art Criticism 🗣️ Cultural Criticism 📝 Essay Collections

A History of India, Vol. 1

by Romila Thapar • 1990

How a 1999 sci-fi film exposed the simulation we were already living in.

3.63

2k+

🎬 Film Criticism 📖 Cultural Theory 🏛️ Postmodernism

A History of India, Vol. 1 87%

How a 1999 sci-fi film exposed the simulation we were already living in.

by Romila Thapar 1990

3.63

2k+ ratings

🎬 Film Criticism 📖 Cultural Theory 🏛️ Postmodernism

AI Snake Oil

by Arvind Narayanan • 2024

AI isn't one thing. What predicts barely beats random chance; what creates is widely misused.

3.89

2k+

🧠 Ai Critique 🔍 Tech Skepticism 📊 Predictive Algorithms

AI Snake Oil 87%

AI isn't one thing. What predicts barely beats random chance; what creates is widely misused.

by Arvind Narayanan 2024

3.89

2k+ ratings

🧠 Ai Critique 🔍 Tech Skepticism 📊 Predictive Algorithms

Susan Sontag

by Jonathan Cott • 1978

Intelligence as a pulse, illness as biology, art as a body: the complete Sontag interview.

4.22

3k+

📝 Cultural Criticism 🏥 Illness Narratives 📷 Photography Criticism

Susan Sontag 87%

Intelligence as a pulse, illness as biology, art as a body: the complete Sontag interview.

by Jonathan Cott 1978

4.22

3k+ ratings

📝 Cultural Criticism 🏥 Illness Narratives 📷 Photography Criticism

To Save Everything, Click Here

by Evgeny Morozov • 2013

Silicon Valley promised a world without friction. Friction, mess, and dissent are what keep us free.

3.67

1k+

💻 Tech Criticism 🗳️ Internet Politics ⚖️ Algorithms And Bias

To Save Everything, Click Here 87%

Silicon Valley promised a world without friction. Friction, mess, and dissent are what keep us free.

by Evgeny Morozov 2013

3.67

1k+ ratings

💻 Tech Criticism 🗳️ Internet Politics ⚖️ Algorithms And Bias

The Image

by Daniel J. Boorstin • 1961

Most news is manufactured. We know it. And we still prefer the show over the real.

4.07

1k+

🎙️ Media Criticism 🎭 Manufactured Reality 🌟 Celebrity Culture

The Image 87%

Most news is manufactured. We know it. And we still prefer the show over the real.

by Daniel J. Boorstin 1961

4.07

1k+ ratings

🎙️ Media Criticism 🎭 Manufactured Reality 🌟 Celebrity Culture

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 🧮 Algorithmic Bias 🔍 Technology Criticism

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

🤖 Ai Criticism 🧮 Algorithmic Bias 🔍 Technology Criticism

Rebel Sell

by Joseph Heath • 2004

The counterculture's war on consumerism is the consumer economy's greatest weapon.

3.84

2k+

🛒 Consumer Culture 🏆 Status Competition 🔄 Counterculture Critique

Rebel Sell 87%

The counterculture's war on consumerism is the consumer economy's greatest weapon.

by Joseph Heath 2004

3.84

2k+ ratings

🛒 Consumer Culture 🏆 Status Competition 🔄 Counterculture Critique

Industrial Society and Its Future

by Ted Kaczynski • 2024

Modern comfort is a trap that erases human purpose. The only escape: abolishing technology.

3.88

203

📜 Anarcho-Primitivism ⚙️ Critique Of Technology 🌍 Radical Environmentalism

Industrial Society and Its Future Summary

Industrial Society and Its Future 87%

Modern comfort is a trap that erases human purpose. The only escape: abolishing technology.

by Ted Kaczynski 2024

3.88

203 ratings

📜 Anarcho-Primitivism ⚙️ Critique Of Technology 🌍 Radical Environmentalism

The Work of Art in the Age of Mechanical Reproduction

by Walter Benjamin • 1936

Why does a perfect copy feel less real? Benjamin's answer upends art and politics.

4.08

25k+

🏛️ Critical Theory 🏭 Frankfurt School ⚒️ Marxist Aesthetics

The Work of Art in the Age of Mechanical Reproduction Summary

The Work of Art in the Age of Mechanical Reproduction 87%

Why does a perfect copy feel less real? Benjamin's answer upends art and politics.

by Walter Benjamin 1936

4.08

25k+ ratings

🏛️ Critical Theory 🏭 Frankfurt School ⚒️ Marxist Aesthetics

Rational Choice and Security Studies

by Michael E. Brown • 2000

Two visions of political science: one builds mathematical temples, the other wants to stop war.

3.78

🔒 Security Studies 🧮 Rational Choice ⚔️ Methodology Wars

Rational Choice and Security Studies Summary

Rational Choice and Security Studies 87%

Two visions of political science: one builds mathematical temples, the other wants to stop war.

by Michael E. Brown 2000

3.78

9 ratings

🔒 Security Studies 🧮 Rational Choice ⚔️ Methodology Wars

Manufacturing Consent

by Edward S. Herman • 1988

Why a free press produces propaganda as reliably as a state ministry: the structural answer.

4.23

25k+

📰 Media Criticism 📢 Propaganda Studies ⚙️ Structural Bias

Manufacturing Consent 87%

Why a free press produces propaganda as reliably as a state ministry: the structural answer.

by Edward S. Herman 1988

4.23

25k+ ratings

📰 Media Criticism 📢 Propaganda Studies ⚙️ Structural Bias

Against the Machine

by Paul Kingsnorth • 2025

The West lost its soul; a machine grew in the gap, now coming to replace us.

3.95

3k+

🏛️ Critique Of Modernity ⚙️ Technology Criticism 🌳 Spiritual Ecology

Against the Machine 87%

The West lost its soul; a machine grew in the gap, now coming to replace us.

by Paul Kingsnorth 2025

3.95

3k+ ratings

🏛️ Critique Of Modernity ⚙️ Technology Criticism 🌳 Spiritual Ecology

Passwords

by Jean Baudrillard • 2000

We mapped the world so completely that we erased it. The simulation is all that remains.

3.75

418

🏫 French Theory 📚 Postmodern Theory 🔍 Cultural Criticism

Passwords 87%

We mapped the world so completely that we erased it. The simulation is all that remains.

by Jean Baudrillard 2000

3.75

418 ratings

🏫 French Theory 📚 Postmodern Theory 🔍 Cultural Criticism

The End of Reality

by Jonathan Taplin • 2023

Four billionaires want $20 trillion for Mars, the metaverse, crypto, immortality. Who pays?

3.92

540

🏢 Tech Oligarchy 🐍 Libertarian Critique 👁️ Surveillance Capitalism

The End of Reality 87%

Four billionaires want $20 trillion for Mars, the metaverse, crypto, immortality. Who pays?

by Jonathan Taplin 2023

3.92

540 ratings

🏢 Tech Oligarchy 🐍 Libertarian Critique 👁️ Surveillance Capitalism

Liquid Life

by Zygmunt Bauman • 2005

Why work, love, and identity became disposable, and why standing still now means sinking.

3.90

2k+

🏛️ Critical Theory 💰 Late Capitalism ⚠️ Precarity

Liquid Life 87%

Why work, love, and identity became disposable, and why standing still now means sinking.

by Zygmunt Bauman 2005

3.90

2k+ ratings

🏛️ Critical Theory 💰 Late Capitalism ⚠️ Precarity

Computer Power and Human Reason

by Joseph Weizenbaum • 1976

The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.

4.31

294

🦾 Philosophy Of Technology 🤖 Ai Criticism ⚖️ Computer Ethics

Computer Power and Human Reason 87%

The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.

by Joseph Weizenbaum 1976

4.31

294 ratings

🦾 Philosophy Of Technology 🤖 Ai Criticism ⚖️ Computer Ethics

The Age of American Unreason

by Susan Jacoby • 2008

Suspicion of ideas predates the American republic. The forces feeding it have never been louder.

3.85

3k+

🧠 Anti-Intellectualism 🎭 Cultural Criticism 📚 Intellectual History

The Age of American Unreason 87%

Suspicion of ideas predates the American republic. The forces feeding it have never been louder.

by Susan Jacoby 2008

3.85

3k+ ratings

🧠 Anti-Intellectualism 🎭 Cultural Criticism 📚 Intellectual History

The Disappearance of Rituals

by Byung-Chul Han • 2019

Your exhaustion isn't overwork. It's a world that has stripped out every ritual.

3.98

3k+

📰 Cultural Criticism 🕊️ Ritual Studies 💰 Neoliberal Critique

The Disappearance of Rituals 87%

Your exhaustion isn't overwork. It's a world that has stripped out every ritual.

by Byung-Chul Han 2019

3.98

3k+ ratings

📰 Cultural Criticism 🕊️ Ritual Studies 💰 Neoliberal Critique

Culture Jam

by Kalle Lasn • 1999

The inside of your head is a billboard. Here is the spray paint.

3.63

2k+

🛒 Consumer Culture 🏢 Corporate Power 📺 Media Criticism

Culture Jam 87%

The inside of your head is a billboard. Here is the spray paint.

by Kalle Lasn 1999

3.63

2k+ ratings

🛒 Consumer Culture 🏢 Corporate Power 📺 Media Criticism

Beauty Sick

by Renee Engeln • 2017

The mental job of monitoring their own bodies costs women more than any beauty product.

4.13

7k+

🪞 Body Image 📖 Cultural Criticism 💄 Beauty Ideals

Beauty Sick 87%

The mental job of monitoring their own bodies costs women more than any beauty product.

by Renee Engeln 2017

4.13

7k+ ratings

🪞 Body Image 📖 Cultural Criticism 💄 Beauty Ideals

Intellectuals and Society

by Thomas Sowellm • 2009

The most educated minds keep getting the biggest questions wrong. It is not bad luck.

4.29

4k+

🏛️ Political Philosophy 📢 Social Criticism 🧠 Intellectual Overreach

Intellectuals and Society 87%

The most educated minds keep getting the biggest questions wrong. It is not bad luck.

by Thomas Sowellm 2009

4.29

4k+ ratings

🏛️ Political Philosophy 📢 Social Criticism 🧠 Intellectual Overreach

Trick Mirror

by Jia Tolentino • 2019

The internet promised a self you could perfect. It delivered a performance you can never escape.

4.02

79k+

🏛️ Cultural Criticism ✊ Feminist Critique 🌐 Internet Culture

Trick Mirror 87%

The internet promised a self you could perfect. It delivered a performance you can never escape.

by Jia Tolentino 2019

4.02

79k+ ratings

🏛️ Cultural Criticism ✊ Feminist Critique 🌐 Internet Culture

The Posthuman

by Rosi Braidotti • 2013

Humanism promised progress but delivered exclusion. A theory of what we become next.

3.82

949

📚 Critical Theory 🤖 Posthumanism 🐾 Animal Studies

The Posthuman 87%

Humanism promised progress but delivered exclusion. A theory of what we become next.

by Rosi Braidotti 2013

3.82

949 ratings

📚 Critical Theory 🤖 Posthumanism 🐾 Animal Studies

Anti-Tech Revolution

by Theodore John Kaczynski • 2016

The technological world system is a self-driving machine no one steers and nothing stops.

3.95

630

🏕️ Anarcho-Primitivism ✊ Revolutionary Theory 🔄 Systems Thinking

Anti-Tech Revolution 87%

The technological world system is a self-driving machine no one steers and nothing stops.

by Theodore John Kaczynski 2016

3.95

630 ratings

🏕️ Anarcho-Primitivism ✊ Revolutionary Theory 🔄 Systems Thinking

The Crisis of Narration

by Byung-Chul Han • 2023

We drown in information but starve for stories. A philosophy of what happens when narration dies.

3.91

3k+

🏛️ Continental Philosophy 📰 Cultural Criticism 🔍 Critical Theory

The Crisis of Narration 87%

We drown in information but starve for stories. A philosophy of what happens when narration dies.

by Byung-Chul Han 2023

3.91

3k+ ratings

🏛️ Continental Philosophy 📰 Cultural Criticism 🔍 Critical Theory

The Closing of the American Mind

by Allan Bloom • 1988

A dogma that all truths are equal has hollowed the American mind, starting on campus.

3.76

6k+

🏛️ Higher Education Critique 🌐 American Culture Wars 🤷 Moral Relativism

The Closing of the American Mind Summary

The Closing of the American Mind 87%

A dogma that all truths are equal has hollowed the American mind, starting on campus.

by Allan Bloom 1988

3.76

6k+ ratings

🏛️ Higher Education Critique 🌐 American Culture Wars 🤷 Moral Relativism

Social Media Is Bullshit

by B.J. Mendelson • 2012

Viral success is mostly fake. The boring alternative costs less and actually works.

3.40

350

📱 Social Media Criticism 🕵️ Marketing Skepticism 🎈 Debunking Hype

Social Media Is Bullshit 87%

Viral success is mostly fake. The boring alternative costs less and actually works.

by B.J. Mendelson 2012

3.40

350 ratings

📱 Social Media Criticism 🕵️ Marketing Skepticism 🎈 Debunking Hype

The Vision of the Anointed

by Thomas Sowell • 1995

Why failed policies survive: how the elite turns evidence into heresy and failure into virtue.

4.40

3k+

🧐 Public Policy 📢 Social Criticism 📊 Statistical Fallacies

The Vision of the Anointed 87%

Why failed policies survive: how the elite turns evidence into heresy and failure into virtue.

by Thomas Sowell 1995

4.40

3k+ ratings

🧐 Public Policy 📢 Social Criticism 📊 Statistical Fallacies

When Clothes Become Fashion

by Ingrid Loschek • 2009

Clothing stays clothing until it's copied. Fashion runs on imitation, not originality.

4.04

👗 Fashion Theory 🔧 Design Systems 🔄 Social Systems Theory

When Clothes Become Fashion 87%

Clothing stays clothing until it's copied. Fashion runs on imitation, not originality.

by Ingrid Loschek 2009

4.04

26 ratings

👗 Fashion Theory 🔧 Design Systems 🔄 Social Systems Theory

The Tyranny of Metrics

by Jerry Z. Muller • 2017

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

3.69

2k+

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

The Tyranny of Metrics 87%

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

by Jerry Z. Muller 2017

3.69

2k+ ratings

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

Status Anxiety

by Alain de Botton • 2004

Why you care what others think: not weakness, but modern life working as designed.

3.89

22k+

🏛️ Cultural Criticism 📊 Social Status 👀 Social Comparison

Status Anxiety 87%

Why you care what others think: not weakness, but modern life working as designed.

by Alain de Botton 2004

3.89

22k+ ratings

🏛️ Cultural Criticism 📊 Social Status 👀 Social Comparison

Aesthetics of Excess

by Jillian Hernandez • 2020

Too much style is how Black and Latina women expose the class politics neoliberalism hides.

4.26

🎨 Art Criticism ✊🏿 Black Feminism 👔 Respectability Politics

Aesthetics of Excess 87%

Too much style is how Black and Latina women expose the class politics neoliberalism hides.

by Jillian Hernandez 2020

4.26

42 ratings

🎨 Art Criticism ✊🏿 Black Feminism 👔 Respectability Politics

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

Rage Inside the Machine 86%

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

Psychopolitics

by Byung-Chul Han • 2014

Freedom is now the most efficient prison, and you volunteered to be locked in.

4.07

7k+

🏛️ Critical Theory 📉 Neoliberalism Critique 💻 Digital Capitalism

Psychopolitics 86%

Freedom is now the most efficient prison, and you volunteered to be locked in.

by Byung-Chul Han 2014

4.07

7k+ ratings

🏛️ Critical Theory 📉 Neoliberalism Critique 💻 Digital Capitalism

Damned Lies and Statistics

by Joel Best • 1998

Every statistic conceals a choice: what to count, what to ignore, and whose agenda it serves.

3.72

830

📊 Statistical Literacy 📰 Media Criticism 🏗️ Social Constructionism

Damned Lies and Statistics 86%

Every statistic conceals a choice: what to count, what to ignore, and whose agenda it serves.

by Joel Best 1998

3.72

830 ratings

📊 Statistical Literacy 📰 Media Criticism 🏗️ Social Constructionism

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

Team Human 86%

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

Archaeologies of the Future

by Fredric Jameson • 2005

Utopia's function is not to predict the future but to prove the present is not inevitable.

4.04

596

📚 Literary Criticism 🧠 Critical Theory ☭ Western Marxism

Archaeologies of the Future 86%

Utopia's function is not to predict the future but to prove the present is not inevitable.

by Fredric Jameson 2005

4.04

596 ratings

📚 Literary Criticism 🧠 Critical Theory ☭ Western Marxism

Why Liberalism Failed

by Patrick J. Deneen • 2018

Liberalism didn't fail despite its successes. Its successes broke it.

3.84

4k+

🏛️ Political Philosophy 🤝 Communitarianism 🧩 Individualism Critique

Why Liberalism Failed 86%

Liberalism didn't fail despite its successes. Its successes broke it.

by Patrick J. Deneen 2018

3.84

4k+ ratings

🏛️ Political Philosophy 🤝 Communitarianism 🧩 Individualism Critique

In Mistrust We Trust

by Ivan Krastev • 2013

More rights, more information, less collective power: the paradox at the heart of modern democracy.

3.96

🏛️ Post-Democracy 🎓 Meritocracy Critique 📱 Digital Activism

In Mistrust We Trust 86%

More rights, more information, less collective power: the paradox at the heart of modern democracy.

by Ivan Krastev 2013

3.96

73 ratings

🏛️ Post-Democracy 🎓 Meritocracy Critique 📱 Digital Activism

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+

🛡️ Anti-Intellectualism 🧠 Cognitive Biases 🗞️ Media Criticism

The Death of Expertise 86%

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

🛡️ Anti-Intellectualism 🧠 Cognitive Biases 🗞️ Media Criticism

Pixel Flesh

by Ellen Atlanta • 2024

Beauty culture promised freedom and delivered algorithms. The empowerment was always a sales pitch.

3.98

2k+

💄 Beauty Culture ✊ Body Politics 📱 Social Media Harm

Pixel Flesh 86%

Beauty culture promised freedom and delivered algorithms. The empowerment was always a sales pitch.

by Ellen Atlanta 2024

3.98

2k+ ratings

💄 Beauty Culture ✊ Body Politics 📱 Social Media Harm

Aspects of the Novel

by E.M. Forster • 1927

A novelist dismantles fiction into its working parts: story, plot, and the characters who breathe.

3.80

5k+

🛠️ Novel Craft 🎭 Character Development 🏗️ Narrative Structure

Aspects of the Novel 86%

A novelist dismantles fiction into its working parts: story, plot, and the characters who breathe.

by E.M. Forster 1927

3.80

5k+ ratings

🛠️ Novel Craft 🎭 Character Development 🏗️ Narrative Structure

The Society of the Spectacle

by Guy Debord • 1967

Life is no longer lived but watched. A 1967 diagnosis of how images replaced reality.

4.03

24k+

📚 Critical Theory 🎭 Situationist 🛒 Commodity Culture

The Society of the Spectacle 86%

Life is no longer lived but watched. A 1967 diagnosis of how images replaced reality.

by Guy Debord 1967

4.03

24k+ ratings

📚 Critical Theory 🎭 Situationist 🛒 Commodity Culture

The True and Only Heaven

by Christopher Lasch • 1991

Progress is exhausted; the only usable past belongs to those who doubted it.

4.36

382

🕰️ Critique Of Modernity 🧠 Intellectual History 🎭 Cultural Criticism

The True and Only Heaven 86%

Progress is exhausted; the only usable past belongs to those who doubted it.

by Christopher Lasch 1991

4.36

382 ratings

🕰️ Critique Of Modernity 🧠 Intellectual History 🎭 Cultural Criticism

Social Justice Fallacies

by Thomas Sowell • 2023

Before you remake society for fairness, check the facts. They rarely support the theory.

4.38

3k+

📋 Public Policy Critique 🔄 Unintended Consequences 📊 Statistical Fallacies

Social Justice Fallacies 86%

Before you remake society for fairness, check the facts. They rarely support the theory.

by Thomas Sowell 2023

4.38

3k+ ratings

📋 Public Policy Critique 🔄 Unintended Consequences 📊 Statistical Fallacies

You Are Not a Gadget

by Jaron Lanier • 2010

The internet reduces people to data points. The people who built it call that wisdom.

3.57

6k+

🖥️ Digital Criticism 🧑‍💻 Tech Humanism 🤔 Technoskepticism

You Are Not a Gadget 86%

The internet reduces people to data points. The people who built it call that wisdom.

by Jaron Lanier 2010

3.57

6k+ ratings

🖥️ Digital Criticism 🧑‍💻 Tech Humanism 🤔 Technoskepticism

The Utopia of Rules

by David Graeber • 2013

Every market reform increases paperwork. The violence, stupidity, and secret appeal of bureaucracy.

4.02

7k+

🌍 Political Anthropology 🗄️ Bureaucratic Critique ⚡ Structural Violence

The Utopia of Rules 86%

Every market reform increases paperwork. The violence, stupidity, and secret appeal of bureaucracy.

by David Graeber 2013

4.02

7k+ ratings

🌍 Political Anthropology 🗄️ Bureaucratic Critique ⚡ Structural Violence

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