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What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean 29 min Why New Smartphone Cameras Feel Worse Why New Smartphone Cameras Feel Worse 8 min DeepMind’s New AI Found A Strange New Way To Think DeepMind’s New AI Found A Strange New Way To Think 8 min Asking Linus the Important Questions, Clanker Attacks Me | Why is WAN Late Episode 26 Asking Linus the Important Questions, Clanker Attacks Me | Why is WAN Late Episode 26 24 min The HOTTEST Phone The HOTTEST Phone 1 min This NFL Tech is Hidden in Plain Sight This NFL Tech is Hidden in Plain Sight 2 min World's HEAVIEST phone case! World's HEAVIEST phone case! 1 min Awesome User Avatars Made Easy Awesome User Avatars Made Easy 1 min I tested every new Apple Product! I tested every new Apple Product! 15 min Nothing Phone 4b: They Can't Say It! Nothing Phone 4b: They Can't Say It! 11 min DLSS 5 is NOT What We Expected DLSS 5 is NOT What We Expected 19 min Apple's $599 laptop is surprising Apple's $599 laptop is surprising 1 min OpenAI talks GPT-6 Astra and Millenium Prize, researchers create WeWorm exploit & IBM’s US Open app OpenAI talks GPT-6 Astra and Millenium Prize, researchers create WeWorm exploit & IBM’s US Open app 34 min This feels illegal This feels illegal 1 min Ionizing Radiation #science #debunk #skincare Ionizing Radiation #science #debunk #skincare 2 min How to Stop Smart TV Spying How to Stop Smart TV Spying 12 min $1 vs $100,000 Speaker $1 vs $100,000 Speaker 1 min We Built the BEST PC We Built the BEST PC 14 min Is a Realistic Honey Simulation Possible? 🍯 Is a Realistic Honey Simulation Possible? 🍯 1 min Apple Lost the AI Race Apple Lost the AI Race 8 min AlphaFold - The Most Important AI Breakthrough Ever Made AlphaFold - The Most Important AI Breakthrough Ever Made 1 min What Would Linus Save? What Would Linus Save? 1 min This Zoom is Ridiculous This Zoom is Ridiculous 2 min I was not prepared for a mannequin that can bleed. I was not prepared for a mannequin that can bleed. 29 min DROWN THE TRAITOR WITHIN DROWN THE TRAITOR WITHIN 2 min Adding Recoil to My Mouse was a lot Harder than I Thought... Adding Recoil to My Mouse was a lot Harder than I Thought... 19 min Can your iPhone see the back of your head? Can your iPhone see the back of your head? 1 min Unfolding Unfolding 6 min The Truth About the Bezelless Concept Phone The Truth About the Bezelless Concept Phone 7 min These Earbuds have a World Record These Earbuds have a World Record 1 min Daily Driving the Steam Machine Daily Driving the Steam Machine 1 min EMPTY GESTURE EMPTY GESTURE 2 min World's Tallest Keyboard World's Tallest Keyboard 1 min $1000 RC Car Battle $1000 RC Car Battle 1 min Creators Share Embarrassing Stories of Linus Creators Share Embarrassing Stories of Linus 1 min Fastest GPU on the Planet Fastest GPU on the Planet 1 min ELITE Camera Work ELITE Camera Work 1 min Bluey Phone Review Bluey Phone Review 5 min I have a weird conspiracy theory about this bridge I have a weird conspiracy theory about this bridge 13 min I Said Yes to Every Email for a Month! (Again) I Said Yes to Every Email for a Month! (Again) 31 min Feed the Dogs for Me Feed the Dogs for Me 2 min Grandfather Grandfather 2 min N N 2 min The Gaming Market is Starting to Break. The Gaming Market is Starting to Break. 23 min L'APPEL DU VIDE L'APPEL DU VIDE 6 min Top 5 Android 17 Features: I Swear It's New! Top 5 Android 17 Features: I Swear It's New! 10 min This is NOT an iPhone This is NOT an iPhone 2 min I Cooled my PC with a SLUSHIE MACHINE I Cooled my PC with a SLUSHIE MACHINE 25 min YouTuber Merch Tier List YouTuber Merch Tier List 1 min World's LARGEST headphones! World's LARGEST headphones! 1 min LORN - SV_CHEATS 0 LORN - SV_CHEATS 0 4 min

What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean

2026 29 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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Panašūs

Why New Smartphone Cameras Feel Worse

Why New Smartphone Cameras Feel Worse

Marques Brownlee · Music · technology · science

DeepMind’s New AI Found A Strange New Way To Think

DeepMind’s New AI Found A Strange New Way To Think

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Asking Linus the Important Questions, Clanker Attacks Me | Why is WAN Late Episode 26

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The HOTTEST Phone

The HOTTEST Phone

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Marques Brownlee · Tech · technology · science

World's HEAVIEST phone case!

World's HEAVIEST phone case!

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Awesome User Avatars Made Easy

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I tested every new Apple Product!

I tested every new Apple Product!

Mrwhosetheboss · Music · Tech · technology · science

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Nothing Phone 4b: They Can't Say It!

Marques Brownlee · Music · technology · science

DLSS 5 is NOT What We Expected

DLSS 5 is NOT What We Expected

Linus Tech Tips · Fantasy · Cyberpunk · Other · NVIDIA · Gaming · Tech · technology · science

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Apple's $599 laptop is surprising

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OpenAI talks GPT-6 Astra and Millenium Prize, researchers create WeWorm exploit & IBM’s US Open app

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IBM Technology · Action · Other · Updates · video · tools · security · science · education

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Linus Tech Tips · Gaming · flying · technology · science

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AlphaFold - The Most Important AI Breakthrough Ever Made

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Two Minute Papers · technology · science

What Would Linus Save?

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Linus Tech Tips · video · technology · science

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Marques Brownlee · technology · science

I was not prepared for a mannequin that can bleed.

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Tom Scott · photography · education

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LORN · Music

Adding Recoil to My Mouse was a lot Harder than I Thought...

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Can your iPhone see the back of your head?

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The Truth About the Bezelless Concept Phone

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Marques Brownlee · Music · technology · science

These Earbuds have a World Record

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Daily Driving the Steam Machine

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World's Tallest Keyboard

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$1000 RC Car Battle

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Creators Share Embarrassing Stories of Linus

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Linus Tech Tips · technology · science · stories

Fastest GPU on the Planet

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Linus Tech Tips · Tech · technology · science

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Bluey Phone Review

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Marques Brownlee · Music · technology · science

I have a weird conspiracy theory about this bridge

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Tom Scott · photography · education

I Said Yes to Every Email for a Month! (Again)

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Feed the Dogs for Me

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Grandfather

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The Gaming Market is Starting to Break.

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Mrwhosetheboss · Music · PlayStation · Gaming · nintendo · Tech · technology · science

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Top 5 Android 17 Features: I Swear It's New!

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I Cooled my PC with a SLUSHIE MACHINE

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YouTuber Merch Tier List

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World's LARGEST headphones!

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Mrwhosetheboss · Music · Tech · technology · science · gadgets

LORN - SV_CHEATS 0

LORN - SV_CHEATS 0

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