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Jeff Dean: The 1% Rule for Building in AI Jeff Dean: The 1% Rule for Building in AI 58 мин GTA 6 Leaks Force Take-Two to File Subpoenas in Federal Court - IGN Daily Fix GTA 6 Leaks Force Take-Two to File Subpoenas in Federal Court - IGN Daily Fix 4 мин My Living Alone Diaries | Cozy Fall Afternoon 🍂 Anxiety My Living Alone Diaries | Cozy Fall Afternoon 🍂 Anxiety 31 мин Walking Taipei's Vibrant Streets 4K | Traditional Neighborhoods & Night Market Scenes Walking Taipei's Vibrant Streets 4K | Traditional Neighborhoods & Night Market Scenes 62 мин The 5 Biggest Mistakes Secretly Destroying Your Arteries (& Spiking Your Blood Pressure) The 5 Biggest Mistakes Secretly Destroying Your Arteries (& Spiking Your Blood Pressure) 8 мин [Playlist] Summer in Countryside Japan 🌿 (relaxing ambience for study, work, reading or sleep) [Playlist] Summer in Countryside Japan 🌿 (relaxing ambience for study, work, reading or sleep) Solo travel to Morocco  Pt.4🇲🇦 Going On A First Date! 🙈 Solo travel to Morocco Pt.4🇲🇦 Going On A First Date! 🙈 31 мин Just, Participate Just, Participate 2 мин Lymphedema: What Doctors Don't Tell You (Diet Connection) Lymphedema: What Doctors Don't Tell You (Diet Connection) 9 мин What is a "Body Farm"? | Fascinating Horror Shorts What is a "Body Farm"? | Fascinating Horror Shorts 1 мин Life in Seoul VLOG | Coffee shops, Pickle cafe, Cosy Home Cooking & Routine Days Life in Seoul VLOG | Coffee shops, Pickle cafe, Cosy Home Cooking & Routine Days 38 мин Only $20000 to Fix a Flat Tire Only $20000 to Fix a Flat Tire 14 мин Valve's Steam Frame is okay... but I love other things about it Valve's Steam Frame is okay... but I love other things about it 2 мин I challenged KSI I challenged KSI 1 мин POV: You locked in for 3 months POV: You locked in for 3 months 1 мин This or Apple Vision Pro? This or Apple Vision Pro? 2 мин 5 Pros and Cons of Apple's New Foldable Phone 5 Pros and Cons of Apple's New Foldable Phone 2 мин I Transformed My Body in 90 days. I Transformed My Body in 90 days. 20 мин How to Stop Smart TV Spying How to Stop Smart TV Spying 12 мин Google Pixel 11/Pro/Fold Impressions: It Is What It Is Google Pixel 11/Pro/Fold Impressions: It Is What It Is 12 мин They Said This Will Never Run In Real Time They Said This Will Never Run In Real Time 7 мин Introduction to OpAmps #electronics #science #technology #funny Introduction to OpAmps #electronics #science #technology #funny 1 мин 3 Things We Got Wrong About The Steam Machine 3 Things We Got Wrong About The Steam Machine 1 мин This Took 6 Years to Make This Took 6 Years to Make 1 мин The Billion Dollar AI Gap Is Collapsing The Billion Dollar AI Gap Is Collapsing 5 мин The HOTTEST Phone The HOTTEST Phone 1 мин Have a Pole? Need a Hole! (LATITY-017) Have a Pole? Need a Hole! (LATITY-017) 14 мин This ZOOM is Insane! This ZOOM is Insane! 2 мин Uh oh… AI-search engine for developers has emerged Uh oh… AI-search engine for developers has emerged 1 мин I Tested YouTubers' Favourite Products I Tested YouTubers' Favourite Products 30 мин iPhone 18 Pro Review - My Last iPhone? iPhone 18 Pro Review - My Last iPhone? 14 мин L'APPEL DU VIDE L'APPEL DU VIDE 6 мин SEXTANT SEXTANT 2 мин Spinning in a Dream Spinning in a Dream 2 мин LORN - ALT.VEL.PTCH LORN - ALT.VEL.PTCH 3 мин I left YouTube two years ago. Time to come back. I left YouTube two years ago. Time to come back. 2 мин Unfolding Unfolding 6 мин The Gaming Market is Starting to Break. The Gaming Market is Starting to Break. 23 мин The Hidden Tech Behind an NBA Broadcast! The Hidden Tech Behind an NBA Broadcast! 12 мин After ten years, it's time to stop weekly videos. After ten years, it's time to stop weekly videos. 9 мин STRAIGHT PIPES STRAIGHT PIPES 2 мин I compared every smartwatch I compared every smartwatch 1 мин 60 Day Body Transformation 60 Day Body Transformation 1 мин Tech Russian Roulette with True or False Questions! Tech Russian Roulette with True or False Questions! 1 мин NOCLIP NOCLIP 3 мин Why are people spending $1,000 for old iPods Why are people spending $1,000 for old iPods 16 мин Apple's $599 laptop is surprising Apple's $599 laptop is surprising 1 мин 13 most EXPENSIVE Tech Fails of all time 13 most EXPENSIVE Tech Fails of all time 24 мин I Said Yes to Every Email for a Month! (Again) I Said Yes to Every Email for a Month! (Again) 31 мин 555-5555 555-5555 3 мин I Investigated IKEA’s Suspiciously Cheap Tech I Investigated IKEA’s Suspiciously Cheap Tech 18 мин

Jeff Dean: The 1% Rule for Building in AI

2026 58 мин

In 2001, Jeff Dean and Sanjay Ghemawat did the math and realized Google’s entire search index would fit in RAM — then shipped it in a few days, and search got fast. In 2013, another napkin calculation showed that three minutes of daily speech recognition per user would require doubling Google’s server fleet. That one became the TPU. At Startup School 2026, Google’s Chief Scientist talks with YC’s Diana Hu through the thought experiments behind both, why inference hardware is the next specialization, and where two or three people in a room can still win. Transcript: https://www.ycrootaccess.com/p/jeff-dean-the-1-rule-for-building Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs Chapters: 00:00 — Intro 00:07 — Are AI Models Already Junior Engineers? 01:44 — AI Systems That Improve Themselves 02:40 — The Google Search Breakthrough That Changed Everything 04:38 — AI Agents Will Run for Weeks 05:58 — The Napkin Math That Led to TPUs 09:20 — How to Find Breakthrough Ideas 10:25 — The AI Engineer’s New Mental Model 12:33 — Why AI Is Really an Energy Problem 16:11 — Context Engineering Is the Next Frontier 19:46 — The Skill That Made AI Better at Optimization 22:13 — Why Long-Running Agents Fail 25:21 — Where Startups Can Still Beat Google 31:19 — How to Become an AI-Native Founder 36:36 — Question Your Biggest Assumptions 42:08 — AI That Builds Better AI 50:02 — Build Something That Truly Matters

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