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What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean 29 min 
YouTuber Merch Tier List 1 min 
Why This V-22 Osprey Crashed 3 min 
The Solar Powered Aptera EV 👀 2 min 
This is NOT an iPhone 2 min 
The Most Interesting Displays In The World! 16 min 
I bought the most CURSED TECH on the internet ft. KSI 25 min 
3 Things We Got Wrong About The Steam Machine 1 min 
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“The Biggest Android Update Ever” 13 min 
The P-38 has a weird engine design 3 min 
My Wife Needs a Phone, and I’m NOT Gonna Mess it Up This Time 22 min 
Those Ancient Giant Fungi Weren’t Fungi After All 15 min 
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Google Pixel 11 Hands on - The Phone Crisis Begins. 14 min 
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Sex-Triggered Asthma?! #science #scishow #asthma #romance 1 min 
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How do you upgrade a lifelong Tech??? - AMD $5000 Ultimate Tech Upgrade 30 min 
Samsung S26 Ultra Review - Breaking Point. 17 min 
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Europe's Most Remote Island Village (400 people live here) 41 min 
What's Under Your Feet in New York City? 23 min 
The Failed Logistics of Hurricane Katrina 21 min 
How ICE's Surveillance System Works 21 min 
Have I built the most amazing door Ever? 28 min 
The Napoleonic Wars - OverSimplified (Part 1) 30 min 
The illusion of the ‘self’ | The Gray Area 43 min 
Why Landing on the Moon is Confusing 3 min 
How Taiwan is Preparing to Get Invaded 17 min 
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Why American Houses Are So Flimsy 15 min 
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WILL THIS DRIFT TRIKE WORK ON GRASS?? 19 min 
How do you pray when you don’t believe in God? 3 min 
Do Penguins Control the Weather? 8 min 
One Piece of News From Every Country in the World (Pt 2) 38 min 
The First Punic War - OverSimplified (Part 2) 23 min 
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Buying a 1 euro House in Italy - is it a scam? 42 min 
Why It's So Hard to Make Artificial Cork 9 min 
The Grid That Doubles the Strength of the Ground 19 min 
The Stinky Fish Sauce Ancient Romans Couldn’t Live Without 14 min 
Why the Perfect Red Is Impossible to Make 13 min 
Exploring Japan's Remote Border with Russia (no one comes here) 26 min 
Inside America’s Poorest Region Everyone Forgot 36 min 
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Janus Is Two-Faced #scishow #science #space 1 min Thank you to Google for the invite! 🙏 ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Adam Bridges, Benji Rabhan, B Shang, Cameron Navor, Charles Ian Norman Venn, Christian Ahlin, Eric T, Fred R, Gordon Child, Juan Benet, Michael Tedder, Owen Skarpness, Richard Sundvall, Ryan Stankye, Shawn Becker, Steef, Taras Bobrovytsky, Tazaur Sagenclaw, Tybie Fitzhugh, Ueli Gallizzi My research: https://cg.tuwien.ac.at/~zsolnai/ Thumbnail design: https://felicia.hu Chapters: 00:00 Intro 02:07 Are We Running Out of AI Data? 06:22 The 90% Shift: Why Inference is Taking Over 09:34 The End of the Pre-Training and Post-Training Split 12:02 What Happens After a 1,000,000x Compute Leap? 15:03 How Distillation is Supercharging Open Models 16:17 The Quest for a "Lifetime AI" 17:25 Multi-Agent Workflows 18:40 AI Generating Operating Systems (and Running Doom) 20:15 Solving The Attention Problem 22:13 Data Center Disasters: Supernovas and Cosmic Rays 24:45 The Lightning Round: Jeff Dean Chuck Norris Jokes 25:40 The One Thing Jeff Dean Got Wrong (Healthcare AI) 26:50 The Ultimate Developer Debate: Vim vs. Emacs
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