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Lessons From Training Composer At Cursor And Building Meta/Nvidia Compute Clusters | YC Paper Club Lessons From Training Composer At Cursor And Building Meta/Nvidia Compute Clusters | YC Paper Club 77 分 This Small AI Will Change Everything This Small AI Will Change Everything 4 分 This Game Might Be One Of The Best This Year… PRAGMATA (Walkthrough Gameplay Part 5) This Game Might Be One Of The Best This Year… PRAGMATA (Walkthrough Gameplay Part 5) 115 分 Поїхали в Лапландію на Land Rover Discovery 5 в пошуках Санти! Поїхали в Лапландію на Land Rover Discovery 5 в пошуках Санти! 56 分 007 FIRST LIGHT Walkthrough Gameplay Part 1 - INTRO (FULL GAME) 007 FIRST LIGHT Walkthrough Gameplay Part 1 - INTRO (FULL GAME) 121 分 DLSS 5.0 is out... kinda. DLSS 5.0 is out... kinda. 1 分 Jensen Huang: The Mindset That Built NVIDIA Jensen Huang: The Mindset That Built NVIDIA 49 分 Stormy Night Walk in Gotham City | Batman Arkham Knight | 4K Stormy Night Walk in Gotham City | Batman Arkham Knight | 4K 91 分 NVIDIA's New Free AI - A Gift To Humanity NVIDIA's New Free AI - A Gift To Humanity 8 分 NVIDIA's Open Source Strategy🤖 NVIDIA's Open Source Strategy🤖 1 分 World's Most Advanced HUD | Real Life Power Armor (Part 3/6) World's Most Advanced HUD | Real Life Power Armor (Part 3/6) 25 分 Bridge Demolition is Complicated Bridge Demolition is Complicated 18 分 The Most Insane Megaproject You Never Heard About The Most Insane Megaproject You Never Heard About 14 分 Name That Infrastructure (Ep. 11) #shorts Name That Infrastructure (Ep. 11) #shorts 1 分 Are Beavers Actually Good at Dams? Are Beavers Actually Good at Dams? 20 分 Fixing the Most Dangerous Dam in the World Fixing the Most Dangerous Dam in the World 23 分 Why Are There No Short Arch Dams? Why Are There No Short Arch Dams? 17 分 Practical Magic (1998) - The Love Curse Kills Sally's Husband (1/11) | Movieclips Practical Magic (1998) - The Love Curse Kills Sally's Husband (1/11) | Movieclips 3 分 They Call It A "Drowning Machine" | Fascinating Horror Shorts They Call It A "Drowning Machine" | Fascinating Horror Shorts 1 分 Name That Infrastructure (Ep. 10) #shorts Name That Infrastructure (Ep. 10) #shorts 1 分 Practical Magic (1998) - Midnight Margarita Magic (5/11) | Movieclips Practical Magic (1998) - Midnight Margarita Magic (5/11) | Movieclips 2 分 The Best Value Gaming PC I’ve Ever Seen The Best Value Gaming PC I’ve Ever Seen 12 分 iPhone 18 Pro - Does variable aperture matter? iPhone 18 Pro - Does variable aperture matter? 1 分 Why This Robot Kills Weeds With Lasers Why This Robot Kills Weeds With Lasers 15 分 NASA Found A Very Strange Star NASA Found A Very Strange Star 1 分 Every iPhone Ever. SAME photo! Every iPhone Ever. SAME photo! 1 分 Overexplaining - Why iPods Sound Different Overexplaining - Why iPods Sound Different 8 分 Something’s Happening to the Ozone Hole Something’s Happening to the Ozone Hole 17 分 iPhone 18 Pro Review - My Last iPhone? iPhone 18 Pro Review - My Last iPhone? 14 分 I tested every new Apple Product! I tested every new Apple Product! 15 分 Why This V-22 Osprey Crashed Why This V-22 Osprey Crashed 3 分 The Sahara desert is growing! #shorts #science #SciShow #sahara #desert The Sahara desert is growing! #shorts #science #SciShow #sahara #desert 1 分 Why Does Antarctic Ice Look So Weird? Why Does Antarctic Ice Look So Weird? 1 分 iPhone Duo Hands On! iPhone Duo Hands On! 2 分 What to do if you live in the path of a volcano - Arianna Soldati What to do if you live in the path of a volcano - Arianna Soldati 6 分 World's Tallest Keyboard World's Tallest Keyboard 1 分 This Microrobot Wiggles In Your Body This Microrobot Wiggles In Your Body 1 分 The V-22 Osprey and why it keeps crashing The V-22 Osprey and why it keeps crashing 25 分 Scientists Finally Figured Out Why This River Flows Uphill Scientists Finally Figured Out Why This River Flows Uphill 12 分 Geothermal Energy is Changing | Quaise Energy Documentary Geothermal Energy is Changing | Quaise Energy Documentary 22 分 Tank Engines are Weird Tank Engines are Weird 3 分 Boo Boo at the Fun Fair! 🎡 #PeppaPigTales #Shorts #LEGODUPLO Boo Boo at the Fun Fair! 🎡 #PeppaPigTales #Shorts #LEGODUPLO 1 分 We finally know why it's so good for you We finally know why it's so good for you 7 分 Why does catnip make cats go crazy? - Jaap de Roode Why does catnip make cats go crazy? - Jaap de Roode 5 分 Tales VS Toys: Dollhouse DISASTER! 🏠 #PeppaPig #Shorts #toys #toyplay Tales VS Toys: Dollhouse DISASTER! 🏠 #PeppaPig #Shorts #toys #toyplay 1 分 What Made The Bahamas’s “Atlantis” Rocks? What Made The Bahamas’s “Atlantis” Rocks? 1 分 The tragedy of Cassandra, the princess who predicted the fall of Troy - Iseult Gillespie The tragedy of Cassandra, the princess who predicted the fall of Troy - Iseult Gillespie 5 分 villager-noise.mp4 ⛏️🟩 #minecraft #makeitreal villager-noise.mp4 ⛏️🟩 #minecraft #makeitreal 2 分 Peppa TRANSFORMS Old Rusty Bike #PeppaPig #Shorts Peppa TRANSFORMS Old Rusty Bike #PeppaPig #Shorts 1 分 DEFCON is Not What I Expected... DEFCON is Not What I Expected... 16 分 That Time We Put Spiders in VR That Time We Put Spiders in VR 12 分

Lessons From Training Composer At Cursor And Building Meta/Nvidia Compute Clusters | YC Paper Club

2026 77

At our latest YC Paper Club, researchers and builders presented on multi-GPU kernel optimization, intelligence per watt for local inference, AI-generated GPU kernels and benchmarking, heterogeneous inference infrastructure design, and GPU-accelerated game engines for reinforcement learning. Thanks to the following presenters: Stuart Sul (Stanford / Cursor), John (Stanford), Mark (PyTorch / GPU Mode / CoreAuto), Misha (Marlo), and Brennan (Stanford) Transcript: https://www.ycrootaccess.com/p/multi-gpu-kernels-intelligence-per Chapters: 0:00 – Francois Chaubard: The case for chip and kernel specialization 7:16 – Stuart Sul: Parallel Kittens - Systematic and Practical Simplification of Multi-GPU Al Kernels (https://arxiv.org/abs/2511.13940) 21:29 – Jon Saad-Falcon: Intelligence per Watt - Measuring the Intelligence Efficiency of Local and Cloud AI (https://arxiv.org/abs/2511.07885) 31:05 – Mark Saroufim: When Al Starts Writing Systems Code 47:04 – Misha Smelyanskiy: Why AI Inference Needs Heterogeneous Hardware 1:04:33 – Brennan Shacklett: Building a High-Throughput Game Engine that Runs ENTIRELY on the GPU (https://madrona-engine.github.io/shacklett_siggraph23.pdf) 1:15:35 – Wrap-up & what's next Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs

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