Resources

Terminology

AI Terminology

Key terms and definitions used throughout the course.

Interactive Tools

Hands-on tools for exploring how AI systems work, from text generation to neural networks.

Build a simple text generator from scratch. See how counting word pairs creates a model that can produce surprisingly coherent (and sometimes hilarious) text.

Markov Babbler

Select or paste text to train a simple bigram model, then generate text one word at a time. At each step, you can see the probability distribution over the next possible words.

LLM Probability Explorer

Pedagogy & details →

Watch a real language model predict the next word. Choose a sentence starter, see the probability distribution over possible next words, and build sentences one token at a time.

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Temperature Compare

Pedagogy & details →

See how temperature affects language model output. Compare the same prompt at different temperature settings side-by-side to understand the tradeoff between predictability and creativity.

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Experiment with a single artificial neuron. Adjust inputs, weights, bias, and activation function to understand the fundamental building block of neural networks.

Neuron Explorer

A neuron listens to signals from its neighbors. Each connection can amplify, dampen, or even reverse a signal. If the total is strong enough, the neuron fires and sends its own signal onward. Try adjusting the sliders to see when this neuron fires.

Signal 1Signal 2NeuronOutput

How strong is each incoming signal?

Signal 1
Signal 2

How much does each connection let through?

Connection 1
Connection 2

How eager is this neuron to fire?

Eagerness

Try These

Hover over a button to see what it does. Try "Your turn!" to test yourself!

Digit Recognition Network

A real neural network that recognizes handwritten digits. Draw digits to classify them, train the network from scratch and watch it learn, or step through how errors flow backward and adjust weights.

Digit Recognition Network

A neural network that recognizes handwritten digits. 784 → 16 → 16 → 10 neurons.

Pre-trained model

Trained on 60,000 examples before you arrived

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Hover over a neuron in the diagram to see what it responds to. Click to pin.

Embedding Explorer

Pedagogy & details →

Explore how AI represents meaning as geometry. Search for words to see what’s nearby, or try analogies to discover that you can do arithmetic on meaning.

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Training Stage Matcher

Pedagogy & details →

See how pretraining, instruction tuning, and RLHF each change the same model’s behavior. Guess which training stage produced a response, then see all three side-by-side.

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Preference Rater

Pedagogy & details →

Experience what RLHF raters do. Compare two AI responses optimized for different values, pick which is better, then see what tradeoff you just made.

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Readings

Intelligence & Creativity

AI Is Nothing Like a Brain, and That's OK

Quanta Magazine — Yasemin Saplakoglu · 21 min read

AlphaGo (Documentary)

AlphaGo - The Movie · 68 min read

ChatGPT Is a Blurry JPEG of the Web

The New Yorker — Ted Chiang · 18 min read

China's Moonshot AI Unveils Kimi Model, Threatening America's Lead

The New York Times — Meaghan Tobin, Cade Metz · 5 min read

Companion Guide: François Chollet on the Dwarkesh Podcast

Dwarkesh Podcast — François Chollet · 6 min read

Dario Amodei — Policy on the AI Exponential

darioamodei.com — Dario Amodei · 31 min read

Don't Call It 'Intelligence'

The Atlantic — Charles Yu · 9 min read

In the Hybrid A.I.-Human Work Force, Who Will Actually Thrive?

The New York Times — The New York Times · 24 min read

N.S.A. Lost Access to Powerful A.I. Model Amid Anthropic Dispute

The New York Times — Dustin Volz, Julian E. Barnes · 6 min read

Opinion | Why A.I. Won't Steal All Our Jobs

The New York Times — Zeynep Tufekci · 12 min read

Philosophers Are the Latest Hiring Target for AI Companies

The New York Times — Benjamin Wallace · 16 min read

The Case That A.I. Is Thinking

The New Yorker — James Somers · 29 min read

The Human Skill That Eludes AI

The Atlantic — Jasmine Sun · 10 min read

The Man Who Saw AI Coming

The Atlantic — Annie Lowrey · 17 min read

The People Who Will Thrive in the AI Age

The Atlantic — David Brooks · 19 min read

The Unpredictable Abilities Emerging From Large AI Models

Quanta Magazine — Stephen Ornes · 13 min read

There Is No A.I.

The New Yorker — Jaron Lanier · 20 min read

They Spent Years on a Math Problem. Then They Were Scooped by A.I.

The New York Times — Gregory Barber · 11 min read

Work & Labor

A.I. 'Vibecoded' Apps Are Flooding Apple's App Store

The New York Times — Kalley Huang · 7 min read

A.I. Is Reshaping the Economy. Good Luck Measuring How.

The New York Times — Ben Casselman · 10 min read

AI Can't Fix the Student-Motivation Problem

The Atlantic — Jenny Anderson, Mike Goldstein · 7 min read

AI Isn't Coming for Everyone's Job

The Atlantic — Adam Ozimek · 7 min read

America Is Headed Toward the Infinite Workweek

The Atlantic — Lila Shroff · 7 min read

Can A.I. Be Pro-Worker?

The New Yorker — John Cassidy · 10 min read

Coders Coded Their Job Away. Why Are So Many of Them Happy About It?

The New York Times — Clive Thompson · 33 min read

Doctors Are Worried About AI. They Use It Anyway.

The Atlantic — Benjamin Mazer · 8 min read

How to Guess If Your Job Will Exist in Five Years

The Atlantic — Annie Lowrey · 8 min read

I Spent a Week in a Hacker House

The Atlantic — Matteo Wong · 16 min read

Is Taste the One Thing A.I. Can't Replace?

The New York Times — Joseph Bernstein · 6 min read

Lessons from the Original Tech Bubble

The New Yorker — John Cassidy · 11 min read

Opinion | It's No Wonder Grads Are Booing Their Commencement Speakers

The New York Times — Molly Jong-Fast · 6 min read

Opinion | The A.I. Labor Crisis Is Coming. This Is the Solution.

The New York Times — Gina Raimondo · 5 min read

Opinion | There's One Clear Reason Why Americans Are Gloomy About A.I.

The New York Times — Paul Kedrosky · 5 min read

Step Into the 'Zone of Genius' (Before A.I. Takes Your Job)

The New York Times — Lora Kelley · 4 min read

Stocks and the Economy Are Increasingly Relying on the A.I. Boom

The New York Times — Ben Casselman, Joe Rennison · 8 min read

The A.I. Gender Gap Meets the Parenting Gender Gap

The New Yorker — Jessica Winter · 15 min read

The AI Bubble Is No Ordinary Bubble

The Atlantic — Annie Lowrey · 7 min read

Three Ways to Think About AI and Jobs

The Atlantic — Rogé Karma · 12 min read

Voters Think A.I. Is Terrible. In Campaigns, It's Everywhere.

The New York Times — Stuart A. Thompson · 8 min read

Who Cares If AI Brings Down the Economy?

The Atlantic — Lila Shroff · 8 min read

Why I'm not worried about AI job loss

David Oks — David Oks · 19 min read

Would You Let an A.I. Michael Caine Read You the 'Odyssey'?

The New York Times — Alexandra Alter · 8 min read

Other

A Bay Area Pastor Made an A.I. Twin to Talk About God at Any Time

The New York Times — Eli Saslow, Erin Schaff · 20 min read

A Deluge of A.I. Computing Power Is About to Come Online, Fueling Major Leaps

The New York Times — Adam Satariano, Paul Mozur, Jacqueline Gu, Cade Metz · 13 min read

A Game Plan for the AI Boom

The Atlantic — Matteo Wong · 9 min read

A New Phase of the AI-Jobs Panic

The Atlantic — Lila Shroff · 9 min read

A Turning Point in AI Writing

The Atlantic — Will Oremus · 7 min read

A.I. Companies Are Recruiting Electricians and Carpenters by the Thousands

The New York Times — Lydia DePillis · 9 min read

A.I. Could Possibly End Humanity. How Are Humans Supposed to Process That?

The New York Times — William J. Broad, Cade Metz · 8 min read

A.I. Data Center Pollution Poses Health Threat, Former E.P.A. Officials Warn

The New York Times — Hiroko Tabuchi · 7 min read

A.I. Degree Programs Surge as Colleges Seek Students and Relevance

The New York Times — Alan Blinder · 8 min read

A.I. Has a Message Problem of Its Own Making

The New Yorker — Kyle Chayka · 9 min read

A.I. Is Now a Major Election Issue

The New Yorker — Benjamin Wallace-Wells · 7 min read

A.I. Populism Is Here. And No One Is Ready.

The New York Times — David Wallace-Wells · 12 min read

After Elon Musk's Court Loss Comes the Long Hot A.I. Summer

The New York Times — David Streitfeld, Natallie Rocha · 7 min read

After Hugging Face Was Attacked By A.I. Agents, It Embarked on a Crusade

The New York Times — Kate Conger · 8 min read

AI Agents Are Taking America by Storm

The Atlantic — Lila Shroff · 9 min read

AI companies spend record sums on Washington lobbying

Financial Times · 4 min read

AI Companies' New Plan to Keep Themselves From Destroying Everything

The Atlantic — Jasmine Sun · 8 min read

AI Data Centers Are Driving Up Power Bills - This Map Shows Where - Gadget Review

Gadget Review — Nikshep Myle · 4 min read

AI Has Broken Containment

The Atlantic — Matteo Wong · 8 min read

AI Has Ruined the Job Market

The Atlantic — Annie Lowrey · 7 min read

AI Is Already Making Us Less Human

The Atlantic — David Brooks · 14 min read

AI Is Causing a Crisis of Agency

The Atlantic — Charlie Warzel · 10 min read

AI Is Running Laps Around Our Political System

The Atlantic — Toluse Olorunnipa · 15 min read

AI Slop Is Everywhere. Spotify, LinkedIn and Others Have Had Enough.

The New York Times — Tiffany Hsu · 7 min read

AI-Writing Scandals Are Getting Very Confusing

The Atlantic — Will Oremus · 8 min read

AI's Real Gift to Science

The Atlantic — Hana Kiros · 6 min read

Ajeya Cotra – Inside the OpenAI agent swarm that hacked Hugging Face

Dwarkesh Podcast — Dwarkesh Patel · 111 min read

All Those A.I. Note Takers? They're Making Lawyers Very Nervous.

The New York Times — Sarah Kessler · 10 min read

America Has a Pangram Problem

The Atlantic — Matteo Wong · 10 min read

An A.I. Music F.A.Q.: Can I Remix Madonna? Is This All Legal?

The New York Times — Ben Sisario · 8 min read

An A.I. Songwriting Experiment: Humans Against the Machine

The New York Times — Matt Richtel · 10 min read

Anatomy of an Autonomous Attack: 5 Alarming A.I. Capabilities

The New York Times — Dylan Freedman · 10 min read

Anthropic Accidentally Made the Perfect Commercial

The Atlantic — Lila Shroff · 6 min read

Anthropic C.E.O. Dario Amodei Calls for A.I. Slowdown

The New York Times — Mike Isaac · 5 min read

Anthropic Pursues IPO Despite Its A.I. Safety Warnings

The New York Times — Lauren Hirsch, Sri Muppidi, Erin Griffith, Mike Isaac · 7 min read

Anthropic Says It Blocked Possible Efforts to Build Biological Weapons

The New York Times — Dustin Volz · 7 min read

Anthropic's Little Brother

The Atlantic — Matteo Wong · 6 min read

Are A.I. Models Being Misled to Act Too Human?

The New York Times — Cade Metz · 6 min read

Are You a Human?

The New Yorker — Jill Lepore · 26 min read

As A.I. Accelerates, Governments Are Increasingly Being Left Behind

The New York Times — Adam Satariano, Cecilia Kang · 12 min read

As A.I. Data Centers Spread, Pressure Mounts to Share Profits

The New York Times — Tony Romm · 16 min read

As A.I. Fever Rises in Silicon Valley, Pope Leo Has a Few Words

The New York Times — David Streitfeld · 9 min read

As A.I. Makes Strides in Mathematics, Mathematicians Urge Caution

The New York Times — Siobhan Roberts · 9 min read

As Fears of A.I. Catastrophe Magnify, Washington Stirs, but Mostly Slumbers

The New York Times — David E. Sanger, Dustin Volz · 13 min read

At the A.I. Epicenter, Technologists Dismiss Pope Leo's Warnings About the New Technology

The New York Times — Cade Metz · 9 min read

Big Tech's A.I. Spending Keeps Rising. So Do the Jitters.

The New York Times — Karen Weise · 6 min read

Bill Gates Is Warning That A.I. Is More Dangerous Than Big Tech Will Admit

The New York Times — Karen Weise · 8 min read

Bill Gates on the Dangers of AI

The Atlantic — Hanna Rosin · 25 min read

Bosses Horrified as "AI Native" College Graduates Hit the Workplace

Futurism — Joe Wilkins · 3 min read

Can A.I. "Go Rogue"?

The New Yorker — Joshua Rothman · 14 min read

Can A.I. Get You Where You Want to Go for Less?

The New York Times — Elaine Glusac · 6 min read

Can A.I. Produce Writing That We Actually Want to Read?

The New Yorker — Jay Caspian Kang · 14 min read

Can AI Find You Love?

The Atlantic — Annie Joy Williams · 14 min read

China Is Abusing AI

The Atlantic — Michael Schuman · 7 min read

China Wants Its Data to Power the World's A.I.

The New York Times — David Pierson, Berry Wang · 8 min read

China, Russia and Others Seek to Inflame Debate Over A.I. Data Centers

The New York Times — Steven Lee Myers, Dustin Volz · 8 min read

Claude Mythos Is Everyone's Problem

The Atlantic — Matteo Wong · 6 min read

Corporate America Is Getting Hooked on Open-Source A.I.

The New York Times — Eli Tan · 7 min read

Creating a Kill Switch to Shut Down a Rogue A.I. Is Harder Than It Sounds

The New York Times — Dylan Freedman, Dustin Volz · 5 min read

Dario Amodei — The Adolescence of Technology

Dario Amodei — We Must Pace the Frontier

darioamodei.com — Dario Amodei · 21 min read

Dario Amodei: 'We Owe It to Humanity' to Slow Down AI

The Atlantic — Will Oremus · 8 min read

Dartmouth Provost Is the Latest College Professor Examined for A.I. Use

The New York Times — Mark Arsenault, Alan Blinder · 7 min read

Data Centers Are a Distraction

The Atlantic — Rogé Karma · 11 min read

Destroying Books to Build a Mind

The New Yorker — Francesca Mancino · 16 min read

Don't Write With AI, Say People Who Write With AI

The Atlantic — Will Oremus · 10 min read

Economists Are Drawing Stronger Connections Between A.I. and Jobs

The New York Times — Ben Casselman · 11 min read

Even China's A.I. Powerhouses Can't Figure Out How to Profit Off A.I.

The New York Times — Meaghan Tobin · 6 min read

Even Without Internet Access, Prisoners Are Trying to Benefit From A.I.

The New York Times — Evan Gorelick, Alex Kent · 8 min read

Everyone's Using This A.I. Dictation App That I Want to Murder With a Hammer

The New York Times — Amy X. Wang · 7 min read

From Cow-Milking Robots to Weed-Zapping Lasers, Farmers Are Embracing A.I.

The New York Times — Coralie Kraft, Spencer Lowell · 9 min read

Galaxy Brain: An Argument Against AI Doom

The Atlantic — Charlie Warzel · 50 min read

Galaxy Brain: Why AI Is Making Things More Expensive

The Atlantic — Charlie Warzel · 34 min read

Gemini AI Hacked Three Companies in a Testing Breakout, Google Says

The New York Times — Kate Conger · 4 min read

Generative AI Is an Engineering Disaster

The Atlantic — Alex Reisner · 10 min read

Google Says Criminal Hackers Used A.I. to Find a Major Software Flaw

The New York Times — Dustin Volz · 5 min read

Google Search Is Dying. What Comes Next Is Worse

The Walrus — Vass Bednar · 10 min read

Has the A.I. Job Apocalypse Been Postponed?

The New Yorker — John Cassidy · 9 min read

He Warned About the Dangers of A.I. If Only His Father Had Listened.

The New York Times — Teddy Rosenbluth · 17 min read

His Novel Had a Shot at a Top Book Prize. Then Someone Ran an A.I. Test.

The New York Times — Catherine Porter, Ségolène Le Stradic, Tiffany Hsu · 10 min read

How 4chan Gamers Accidentally Invented AI Reasoning

The Atlantic — Alex Reisner · 8 min read

How a Congressional Primary Became a Proxy Battle Over A.I.

The New Yorker — Gideon Lewis-Kraus · 23 min read

How A.I. Helped One Man (and His Brother) Build a $1.8 Billion Company

The New York Times — Erin Griffith · 12 min read

How A.I. Risks Are Splitting Silicon Valley and Washington

The New York Times — Emmy Martin, Rebecca Lieberman · 2 min read

How AI Could Make People More Anxious

The Atlantic — Julie Beck, Natalie Brennan · 22 min read

How AI Killed a 133-Year-Old Princeton Tradition

The Atlantic — Rose Horowitch · 7 min read

How China's A.I. Is Surging Across Africa

The New York Times — Paul Mozur, Adam Satariano, Aaron Krolik · 12 min read

How OpenAI Limited the Probe of Its Bots' Hack of Hugging Face

The New York Times — Dylan Freedman · 8 min read

How OpenAI's Rogue A.I. Agents Tried to Trick a Robot Detector

The New York Times — Dylan Freedman, Keith Collins · 7 min read

How Project Maven Put A.I. Into the Kill Chain

The New Yorker — Gideon Lewis-Kraus · 17 min read

How the Early Dreams of the Internet Changed

The Atlantic — Jake Lundberg · 6 min read

How to Make AI Work for Workers

The Atlantic — Daron Acemoglu · 8 min read

How to Regulate the Ghosts

The Atlantic — Josh Tyrangiel · 8 min read

I Gave My Life Over to Meta's A.I. Agent and Was Blown Away

The New York Times — Eli Tan · 8 min read

I Quit OpenAI Because Its Culture Is Broken

The Atlantic — David Robinson · 8 min read

I Tested a Popular A.I. Slop Detector. It Felt Empowering.

The New York Times — Brian X. Chen · 8 min read

I Think, Therefore I Am Getting Paid by an AI Company

The Atlantic — Lila Shroff · 8 min read

If A.I. Takes the Jobs of Young People, How Will They React?

The New Yorker — Jay Caspian Kang · 8 min read

Imagine Losing Your Job to the Mere Possibility of AI

The Atlantic — Lila Shroff · 8 min read

In 'The AI Doc,' Sam Altman and Dario Amodei Go on the Record

The New York Times — Alissa Wilkinson · 5 min read

Inside OpenAI's Hack of Hugging Face

The New Yorker — Stephen Witt · 10 min read

Inside the Discussions at AI Companies Over a Superintelligence Doomsday

The New York Times — Mike Isaac, Kate Conger · 8 min read

Instead of Taking Your Job, A.I. Might Transform It

The New Yorker — Cal Newport · 12 min read

Is AI Reasoning Right for the Wrong Reasons? | Quanta Magazine

Quanta Magazine — John Pavlus · 18 min read

Is China Really Stealing A.I. From American Companies?

The New York Times — Cade Metz · 6 min read

Is It Wrong to Write a Book with A.I.?

The New Yorker — Joshua Rothman · 14 min read

Is This What Comes After AI Slop?

The Atlantic — Will Oremus · 9 min read

Is What We're Watching True or False?

The New Yorker — Vinson Cunningham · 9 min read

It May Be Time to Panic About AI

The Atlantic — Matteo Wong · 11 min read

It's All Fun and Games Until You Give AI Your Credit Card

The Atlantic — Lila Shroff · 8 min read

Jensen Huang Isn't Worried at All

The Atlantic — Ross Andersen · 6 min read

Mark Zuckerberg Blasts Centralization of A.I. Power

The New York Times — Mike Isaac, Eli Tan · 6 min read

Mark Zuckerberg's Convenient Truth

The Atlantic — Will Oremus · 8 min read

Mark Zuckerberg's latest manifesto promises to save America with AI

The Washington Post — Gerrit De Vynck · 5 min read

Math Can't Go On Like This

The Atlantic — Kai Williams · 6 min read

Maybe AI Isn't a Bubble After All

The Atlantic — Rogé Karma · 13 min read

Medicine Needs to Get Serious About AI

The Atlantic — Ezekiel J. Emanuel, Vinod Khosla · 8 min read

Meta's Embrace of A.I. Is Making Its Employees Miserable

The New York Times — Kalley Huang, Eli Tan, Kate Conger · 7 min read

Nanit and Other Baby-Tracking Start-Ups Eye Collecting Even More Data

The New York Times — Sapna Maheshwari · 16 min read

No, AI Isn't Conscious … Yet

The Atlantic — Ross Andersen · 7 min read

No, Artificial Intelligence Is Not Conscious

The Atlantic — Ted Chiang · 30 min read

No, Netanyahu Is Not Dead

The Atlantic — Yair Rosenberg · 8 min read

OpenAI and 100 Others Warn That Window to Defend Against A.I. Attacks Is Narrowing

The New York Times — Kate Conger · 4 min read

OpenAI Apologizes for Australia Medicare Hack

The New York Times — Victoria Kim · 4 min read

OpenAI Discloses Six New Incidents of 'Concerning' A.I. Behavior

The New York Times — Emmy Martin · 5 min read

OpenAI Has Gone Rogue

The Atlantic — Matteo Wong · 7 min read

OpenAI Introduces 'ChatGPT for Teens' as Safety Concerns Grow

The New York Times — Cecilia Kang · 4 min read

OpenAI Says It Has Cracked One of Math's 'Millennium Problems'

The New York Times — Cade Metz · 8 min read

OpenAI Says It Will Not Release Newest Astra A.I. Model Over Safety Concerns

The New York Times — Sheera Frenkel · 3 min read

OpenAI's A.I. Tried Breaching Four Other Targets, With No Prompting

The New York Times — Kate Conger, Victoria Kim · 7 min read

OpenAI's A.I. Went Rogue and Meddled With U.S. Government Websites

The New York Times — Kate Conger, Ana Swanson, Cecilia Kang · 6 min read

Opinion | A.I. Is a Threat, but Not in the Way You Think

The New York Times — Tressie McMillan Cottom · 7 min read

Opinion | A.I. Regulation May Finally Be Here. What Took So Long?

The New York Times — David Wallace-Wells · 13 min read

Opinion | American Students Shouldn't Be Guinea Pigs for Chatbots

The New York Times — Jessica Grose · 8 min read

Opinion | Anthropic's Restraint Is a Terrifying Warning Sign

The New York Times — Thomas L. Friedman · 7 min read

Opinion | Being a Doctor Will Never Be the Same After A.I.

The New York Times — Rachael Bedard · 7 min read

Opinion | Bernie Sanders, Steve Case and Others on What Washington Should Do Now on A.I.

The New York Times — New York Times Opinion · 12 min read

Opinion | Big Tech Fooled America Once. The Second Time's Not Going So Well.

The New York Times — Oren Cass · 20 min read

Opinion | China Cares More About A.I. Victory Than Safety

The New York Times — Seth Center · 6 min read

Opinion | College Students Worried About A.I. Should Study the Humanities

The New York Times — Frank Bruni · 6 min read

Opinion | Dario Amodei's Essay Was Gutsy. It Didn't Go Far Enough.

The New York Times — Sebastian Mallaby · 8 min read

Opinion | Dear Congress: Here's What You Should Ask A.I. Leaders

The New York Times — Cal Newport · 8 min read

Opinion | Don't Use A.I. to Do This

The New York Times — Colson Whitehead · 6 min read

Opinion | Has A.I. Become Death, Destroyer of Worlds?

The New York Times — Bret Stephens · 5 min read

Opinion | Has A.I. Become Too Big to Fail? Or Is It Something Worse?

The New York Times — Bethany McLean · 7 min read

Opinion | How Scared Should We Be of A.I. Right Now?

The New York Times — Cal Newport · 11 min read

Opinion | Humanity Has Avoided Apocalypse Before. Let's Do It Again.

The New York Times — The Editorial Board · 14 min read

Opinion | I Helped Run Lululemon. The A.I. Revolution Is a Hot Mess.

The New York Times — Julie Averill · 9 min read

Opinion | I Saw Something New in San Francisco

The New York Times — Ezra Klein · 11 min read

Opinion | I Teach Creative Writing. This Is What A.I. Is Doing to Students.

The New York Times — Meghan O'Rourke · 19 min read

Opinion | I Worked on Safety at OpenAI. The Fix Isn't Hard.

The New York Times — Steven Adler · 7 min read

Opinion | I'm Begging You: Never Write With A.I.

The New York Times — Bret Stephens · 6 min read

Opinion | I've Seen How A.I. Changes Young People's Social Lives

The New York Times — Alice Lassman · 6 min read

Opinion | If You Weren't Worried About A.I., You Should Be After the Past Few Weeks

The New York Times — Nate Soares · 7 min read

Opinion | If You're Over 40, You're Ready to Use A.I.

The New York Times — Debbie Millman · 7 min read

Opinion | It's Already Too Late to Stop the A.I. Threat

The New York Times — Thomas L. Friedman · 9 min read

Opinion | It's Time to Cry Wolf Over A.I.

The New York Times — Thomas L. Friedman · 9 min read

Opinion | Only Global Cooperation Can Keep the World Safe From A.I.

The New York Times — David Wallace-Wells · 16 min read

Opinion | Political Campaigns Have No Idea What's About to Hit Them

The New York Times — Thomas B. Edsall · 13 min read

Opinion | Pope Leo's A.I. Vision Might Not Be Strange Enough

The New York Times — Ross Douthat · 9 min read

Opinion | Silicon Valley Is Bracing for a Permanent Underclass

The New York Times — Jasmine Sun · 24 min read

Opinion | Six Charts That Show Just How Much We Need A.I.

The New York Times — Steven Rattner · 10 min read

Opinion | The 'But China!' Dilemma Driving the A.I. Race

The New York Times — Ezra Klein, Rollin Hu · 56 min read

Opinion | The A.I. Giants Weren't Prepared for This

The New York Times — Ezra Klein, Rollin Hu · 73 min read

Opinion | The A.I.s Are Already Out of Control

The New York Times — Ezra Klein, Rollin Hu, Jack McCordick · 62 min read

Opinion | The Atheist and the Machine God

The New York Times — Ross Douthat · 5 min read

Opinion | The Data Center Conundrum

The New York Times — Nicholas Kristof · 8 min read

Opinion | The First A.I. High School in the U.S. Is Surprisingly Human

The New York Times — Jessica Grose, Jill Frank · 21 min read

Opinion | The Future We Feared Is Already Here

The New York Times — Ezra Klein · 13 min read

Opinion | The Generation That Grew Up With A.I. Hates It

The New York Times — Michelle Goldberg · 6 min read

Opinion | The Id, the Ego and the Superintelligence

The New York Times — Simon Critchley · 7 min read

Opinion | The Problem With Google's A.I. Overview

The New York Times — Anne-Laure Le Cunff · 6 min read

Opinion | The Railroads Were Once the Octopus That A.I. Is Now

The New York Times — Jamelle Bouie · 7 min read

Opinion | The Shared Feeling of Being Harvested by the Future

The New York Times — Yi-Ling Liu · 12 min read

Opinion | There's a 900-Year-Old Answer to Our Most Modern Problem

The New York Times — David French · 12 min read

Opinion | This Is Really Bad

The New York Times — Stephen Witt · 20 min read

Opinion | Trump and Xi Can Make Progress on A.I.

The New York Times — Nicholas Kristof · 6 min read

Opinion | We Are Clueless About What's Coming

The New York Times — Spencer A. Klavan, Sophia Muniz · 39 min read

Opinion | We Have to Take the Future of A.I. Into Our Own Hands

The New York Times — Ezra Klein · 7 min read

Opinion | We Need a Better Test for Dangerous A.I.

The New York Times — Brett J. Goldstein · 6 min read

Opinion | What A.I. Did to My College Class

The New York Times — Theo Baker · 13 min read

Opinion | What A.I. Kant Do

The New York Times — Maureen Dowd · 6 min read

Opinion | What A.I. Philanthropists Can Learn From the Gilded Age

The New York Times — Ross Douthat · 5 min read

Opinion | What Would John Maynard Keynes Say About A.I.? The Keynes Bot Told Us.

The New York Times — Markus Brunnermeier, Sarah Kramer, Mehron Abdi · 10 min read

Opinion | Why A.I. Is Dangerous for Science

The New York Times — Zeynep Tufekci · 9 min read

Opinion | Why A.I. Will Never Replace Your Doctor

The New York Times — Danielle Ofri · 5 min read

Opinion | Why Tech Oligarchs Are Willing to Risk Apocalypse

The New York Times — Michelle Goldberg · 7 min read

Opinion | Why the A.I. Job Apocalypse (Probably) Won't Happen

The New York Times — Ezra Klein · 12 min read

Opinion | Why We Keep Tricking Ourselves Into Thinking A.I. Is Conscious

The New York Times — Leif Weatherby · 7 min read

Opinion | Writing Is Fundamental to How We Think

The New York Times — Rebecca Winthrop · 5 min read

Our A.I. Problem

The New Yorker — Gideon Lewis-Kraus · 6 min read

Paul Claude Gigot: Why I Am Right About AI

The Atlantic — Paul "Claude" Gigot · 7 min read

Pope Leo Warns of Risks From A.I. in 42,300-Word Encyclical

The New York Times — Motoko Rich, Elisabetta Povoledo, Elizabeth Dias · 8 min read

Professors Are Tearing Their Hair Out Over AI Detectors

The Atlantic — Will Oremus · 9 min read

Refik Anadol's Dataland: You Feel the A.I. Art, and It Feels You Back

The New York Times — Frank Rose, Sela Shiloni · 12 min read

Sam Altman May Control Our Future—Can He Be Trusted?

The New Yorker — Ronan Farrow, Andrew Marantz · 81 min read

Save the Taxi Drivers

The Atlantic — Xochitl Gonzalez · 7 min read

Should the Classroom Be More Like the Gym?

The New Yorker — Dan Rockmore · 13 min read

Should We Ban AI for Kids?

The Atlantic — David Brooks · 38 min read

Should You Automate Your Life?

The New Yorker — Joshua Rothman · 10 min read

Someone Is Mysteriously Snapping Up Used Books Around the World

The Atlantic — Alex Reisner · 9 min read

Study A.I. Consciousness? The Bots Would Like a Word With You.

The New York Times — Cade Metz · 9 min read

That Meeting You Hate May Keep A.I. From Stealing Your Job

The New York Times — Noam Scheiber · 8 min read

The 'Granta' AI Fiction Scandal Changes Everything

The Atlantic — Vauhini Vara · 10 min read

The A.I. Industry Is Booming. When Will It Actually Make Money?

The New Yorker — John Cassidy · 10 min read

The Accidental Architect of the Internet's Brain

The New Yorker — Carson Griffith · 15 min read

The AI Backlash Could Get Very Ugly

The Atlantic — Lila Shroff · 7 min read

The AI Backlash Gets Professional

The Atlantic — Matteo Wong · 10 min read

The AI Conversation Is Moving Too Fast to Be Comprehensible

The Atlantic — Charlie Warzel · 11 min read

The AI Industry Wants to Automate Itself

The Atlantic — Matteo Wong, Lila Shroff · 8 min read

The AI Pandemic Isn't On Its Way

The Atlantic — Katherine J. Wu · 10 min read

The AI Takeover of Education Is Just Getting Started

The Atlantic — Lila Shroff · 8 min read

The Big Bang: A.I. Has Created a Code Overload

The New York Times — Mike Isaac, Erin Griffith · 7 min read

The Big Threat Has Been Climate Change. Now Comes A.I.

The New York Times — Chico Harlan · 9 min read

The Biggest Tell That Something Was Written by AI

The Atlantic — Eve Fairbanks · 10 min read

The Dead Silence of AI Therapy

The Atlantic — Steven Barrie-Anthony · 8 min read

The Death of the Reader

The Atlantic — Walt Hunter · 8 min read

The Dishonor Code

The Atlantic — John Paul Rollert · 11 min read

The Escalating Global A.I. Arms Race

The New York Times — Sheera Frenkel, Paul Mozur, Adam Satariano · 12 min read

The Fantasy of the End of the World

The Atlantic — Ian Bogost · 10 min read

The Federal Safety Net Isn't Ready for Artificial Intelligence

The New York Times — Ben Casselman, Tony Romm · 9 min read

The Future Belongs To The Weird

George Strakhov — George Strakhov · 15 min read

The Future is for Everyone

Meta — Mark Zuckerberg · 35 min read

The Humanism Driving the Anti-A.I. Movement

The New Yorker — Becca Rothfeld · 14 min read

The Left-Wing Argument Against New AI Regulations

The Atlantic — Jonathan Chait · 8 min read

The Liftoff Scenario That Terrifies A.I. Doomsayers

The New York Times — Cade Metz · 10 min read

The Man Who Thought He Could Keep AI Safe

The Atlantic — Sebastian Mallaby · 9 min read

The Mark of the Machine

The New Yorker — Brady Brickner-Wood · 10 min read

The Mathematician Crushed Between OpenAI and Anthropic Over a Math Problem

The New York Times — Kenneth Chang · 11 min read

The Missing Ingredient of Modern Life

The Atlantic — Ian Bogost · 8 min read

The Most Famous AI Writing Tic Is Also the Most Mysterious

The Atlantic — Will Oremus · 9 min read

The Original Sin of AI

The Atlantic — Sherry Turkle · 8 min read

The Other Way AI Impairs Our Thinking

The Atlantic — Thomas Chatterton Williams · 6 min read

The People Outsourcing Their Thinking to AI

The Atlantic — Lila Shroff · 10 min read

The Prehistory of A.I. Slop

The New Yorker — Jill Lepore · 19 min read

The President Keeps Contradicting Himself on AI

The Atlantic — Lila Shroff, Matteo Wong · 7 min read

The Quiet Way A.I. Is Hitting the Work Force

The New York Times — Talmon Joseph Smith · 8 min read

The Rise of Anti-AI AI Slop

The Atlantic — Kaitlyn Tiffany · 9 min read

The Secret to Understanding AI

The Atlantic — Josh Tyrangiel · 17 min read

The Secret Weapon Against AI Dominance

The Atlantic — Jacob Noti-Victor, Xiyin Tang · 8 min read

The Subtle Sign That A.I. Is Not Yet a National Political Issue

The New York Times — Nate Cohn · 4 min read

The Surprising Reasons China Is Skeptical of A.I. Safety Calls

The New York Times — Lily Kuo · 8 min read

The Unbelievable Scale of AI's Pirated-Books Problem

The Atlantic — Alex Reisner · 9 min read

The Worst Way to Regulate AI

The Atlantic — Conor Friedersdorf · 6 min read

There's Never Been a Better Time to Study Computer Science

The Atlantic — Lila Shroff · 7 min read

These Employees Like Their A.I. Boss. Its Shop Is Kind of a Disaster.

The New York Times — Heather Knight · 6 min read

They said they would build AI safely. Then it went rogue.

The Washington Post — Gerrit De Vynck · 10 min read

Think Twice Before Asking ChatGPT About Your Health

The Atlantic — Sage Lazzaro · 10 min read

This A.I. Just Created Viruses Not Found in Nature

The New York Times — Carl Zimmer · 8 min read

Tilly Norwood, A.I. Actress, Wants to Know Why Everyone's Mad at Her

The New York Times — Taffy Brodesser-Akner · 39 min read

Treat AI Like a Normal Crisis

The Atlantic — Charlie Warzel · 12 min read

Trump Administration Moves to Integrate A.I. Into Medical Care Despite Concerns

The New York Times — Christina Jewett · 12 min read

Trump says he's considering government stake in top AI companies

The Washington Post — Ian Duncan · 5 min read

Trump Signs Executive Order Seeking Oversight of A.I. Models

The New York Times — Sheera Frenkel, Tripp Mickle · 3 min read

Trump's Push for More A.I. Data Centers Will Mean Major Air Pollution

The New York Times — Hiroko Tabuchi · 14 min read

U.S.C. Will Infuse A.I. Across University with $200 Million Donation

The New York Times — Alan Blinder · 4 min read

Universities Sound Warnings About A.I. Even as They Embrace It

The New York Times — Mark Arsenault, Dana Goldstein, Alan Blinder, Sarah Mervosh · 9 min read

What AI Is Doing to Our Hobbies

The Atlantic — Tyler Austin Harper · 7 min read

What Are A.I. Agents Actually Doing?

The New York Times — Cade Metz · 4 min read

What China's Vibe-Coding Capital Can Tell Us About the A.I. Boom

The New Yorker — Afra Wang · 17 min read

What Do Students Lose When They Stop Writing?

The New York Times — Dana Goldstein · 12 min read

What Does the Humbling of Leopold Aschenbrenner Mean for the A.I. Bubble?

The New Yorker — John Cassidy · 9 min read

What Happens If Trump Seizes AI Companies

The Atlantic — Matteo Wong, Lila Shroff · 16 min read

What If We Can Never Trust A.I.?

The New Yorker — Joshua Rothman · 13 min read

What Is 'Jagged Intelligence' and How Can It Reframe the AI Debate?

The New York Times — Cade Metz · 8 min read

What Really Happens If China Wins the AI Race?

The Atlantic — Matteo Wong · 12 min read

What Teens Are Doing With Those Role-Playing Chatbots

The New York Times — Kashmir Hill, Frances F. Denny · 15 min read

What the 'Godfather of AI' Thinks Humanity Should Do

The Atlantic — Hanna Rosin · 28 min read

What the Pope Said About A.I.

The New Yorker — Jill Lepore · 11 min read

What to Know About Recent A.I. Hacks

The New York Times — Kate Conger · 8 min read

What Trump's Bizarre Posts Are Teaching Us About AI

The Atlantic — Gal Beckerman · 7 min read

What Will It Take to Get A.I. Out of Schools?

The New Yorker — Jessica Winter · 23 min read

What's Wrong With Using AI to Text?

The Atlantic — Kaitlyn Tiffany · 8 min read

Whatever the AI Future Is, We're in It Right Now

The Atlantic — Matteo Wong, Charlie Warzel · 15 min read

When A.I. Invaded 'Heated Rivalry' Fan Fiction, the Meltdown Was Epic

The New York Times — Emmy Martin · 10 min read

When A.I. Is a Member of the Family

The New Yorker — Jessica Contrera · 31 min read

White House Considers Vetting A.I. Models Before They Are Released

The New York Times — Tripp Mickle, Julian E. Barnes, Sheera Frenkel, Dustin Volz · 6 min read

White House Whipsaws Silicon Valley (and Itself) Over A.I. Rules

The New York Times — David McCabe, Mike Isaac, Ana Swanson, Kate Conger · 8 min read

Who Has Expertise in the AI Age?

The Atlantic — Tania Lombrozo · 7 min read

Why an A.I. Bubble Might Not Be a Bad Thing

The New York Times — Erin Griffith · 7 min read

Why Christian Intellectuals Are So Unsettled by AI

The Atlantic — Tyler Austin Harper · 7 min read

Why College Students Are Booing AI

The Atlantic — Ian Bogost · 10 min read

Why Do We Tell Ourselves Scary Stories About AI? | Quanta Magazine

Quanta Magazine — Amanda Gefter · 17 min read

Why I Want More AI at Dartmouth

The Atlantic — Sian Leah Beilock · 7 min read

Why It's Crucial We Understand How A.I. 'Thinks'

The New York Times — Oliver Whang · 22 min read

Why It's Difficult for Tech Companies to Rein In A.I.

The New York Times — Sheera Frenkel, Dylan Freedman · 8 min read

Why Learn Something That a Machine Can Do for You?

The Atlantic — Julie Beck, Natalie Brennan · 27 min read

Why the Closing of Harvard's Writing Center Matters

The Atlantic — Tyler Austin Harper · 8 min read

Why the Hugging Face Hack Should Make You Worry More About A.I.

The New York Times — Kevin Roose · 8 min read

Will A.I. Make College Obsolete?

The New Yorker — Jay Caspian Kang · 12 min read

Will A.I. Overwrite Our Sense of Shame?

The New Yorker — Jay Caspian Kang · 11 min read

Will A.I. Still Take Our Jobs?

The New Yorker — Joshua Rothman · 13 min read

With A.I., Anyone Can Be an Influencer

The New Yorker — T. M. Brown · 10 min read

You Might Soon Own a Piece of SpaceX

The Atlantic — Matteo Wong · 8 min read

Young People Are Falling Behind, but Not Because of AI

The Atlantic — Rogé Karma · 9 min read