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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 min GTA 6 ПЗДЦ, The Witcher 4, METRO 2039, Успіх STALKER 2, Провал Sony, Days Gone, Клоуни IGN, Rockstar GTA 6 ПЗДЦ, The Witcher 4, METRO 2039, Успіх STALKER 2, Провал Sony, Days Gone, Клоуни IGN, Rockstar 35 min AI News: OpenAI Made a Massive Move Against NVIDIA AI News: OpenAI Made a Massive Move Against NVIDIA 30 min AI News: The AI Agent Race Just Exploded AI News: The AI Agent Race Just Exploded 35 min NVIDIA's New Free AI - A Gift To Humanity NVIDIA's New Free AI - A Gift To Humanity 8 min Open Models Change The Economics of AI Open Models Change The Economics of AI 58 min IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model 37 min This AI Supercomputer can fit on your desk... This AI Supercomputer can fit on your desk... 24 min AI News: The Most Insane Week So Far This Year! AI News: The Most Insane Week So Far This Year! 31 min What Makes Great AI Agents? What Makes Great AI Agents? STALKER 2, GTA 6, Клоунада PlayStation, DLSS 5 Слоп, Far Cry 7, ПЗДЦ Game Pass Wolverine The Witcher STALKER 2, GTA 6, Клоунада PlayStation, DLSS 5 Слоп, Far Cry 7, ПЗДЦ Game Pass Wolverine The Witcher 44 min Dad Builds 2 DIY Dream MOTORBIKES For His Daughters | Start To Finish Dad Builds 2 DIY Dream MOTORBIKES For His Daughters | Start To Finish Evil Ed’s Terrifying Wolf Transformation | Fright Night Evil Ed’s Terrifying Wolf Transformation | Fright Night 5 min Man Renovates 2-Story Old House And Gives It A New Life | Start To Finish By @officialnuera1 Man Renovates 2-Story Old House And Gives It A New Life | Start To Finish By @officialnuera1 15 min Billy Cole’s Horrifying Final Stand | Fright Night Billy Cole’s Horrifying Final Stand | Fright Night 3 min The Most Insane Megaproject You Never Heard About The Most Insane Megaproject You Never Heard About 14 min Woman Rescues Flooded Car And Restores It Back To New | By ‪@Flame-Frame-VN‬ Woman Rescues Flooded Car And Restores It Back To New | By ‪@Flame-Frame-VN‬ How are holograms possible? 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Nothing Phone 4b: They Can't Say It! 11 min A Day in the Life of a Proompt Engineer A Day in the Life of a Proompt Engineer 1 min AI News: No One Saw This Coming! AI News: No One Saw This Coming! 36 min We've kept this project secret for months! We've kept this project secret for months! 19 min Play Safe at Playground, Baby | Safety Rules | Boo Boo Song | Nursery Rhymes & Kids Songs | BabyBus Play Safe at Playground, Baby | Safety Rules | Boo Boo Song | Nursery Rhymes & Kids Songs | BabyBus 36 min Can You Take Turns? | Sharing is Caring | Good Manners | Nursery Rhymes & Kids Songs | BabyBus Can You Take Turns? | Sharing is Caring | Good Manners | Nursery Rhymes & Kids Songs | BabyBus 23 min Learn Colors with Donuts | Hide and Seek Song | Preschool Songs | BabyBus Learn Colors with Donuts | Hide and Seek Song | Preschool Songs | BabyBus 20 min Plasma Globe is a ⚡Shocking⚡🔥Fire Hazard🔥 Plasma Globe is a ⚡Shocking⚡🔥Fire Hazard🔥 12 min Peppa's Sandcastle DISASTER ⛱️🌊 #PeppaPig #Shorts #Summer #LEGODUPLO Peppa's Sandcastle DISASTER ⛱️🌊 #PeppaPig #Shorts #Summer #LEGODUPLO 1 min This Glove Punches For You! (COLD GAS ROCKET FIST) This Glove Punches For You! (COLD GAS ROCKET FIST) 20 min GLM-5.2: The Complete Guide to the Best Open-Source Model GLM-5.2: The Complete Guide to the Best Open-Source Model 29 min The New ChatGPT Playbook & Prompting Guide The New ChatGPT Playbook & Prompting Guide 39 min

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

2026 77 min

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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GTA 6 ПЗДЦ, The Witcher 4, METRO 2039, Успіх STALKER 2, Провал Sony, Days Gone, Клоуни IGN, Rockstar

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