Google's Jeff Dean On Data Center Fires, And The Future Of AI
I use Lambda GPU Cloud myself to rent NVIDIA GPUs for my projects - I’d really appreciate it if you checked them out! https://lambdalabs.com/papers
Our Patreon if you wish to suppo
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Thank you to Google for the invite! 🙏
I use Lambda GPU Cloud myself to rent NVIDIA GPUs for my projects - I’d really appreciate it if you checked them out! https://lambdalabs.com/papers
Our Patreon if you wish to support us: https://www.patreon.com/TwoMinutePapers
🙏 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