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Why The Harness Matters More Than The Model | YC Paper Club Why The Harness Matters More Than The Model | YC Paper Club 61 min The First Punic War - OverSimplified (Part 1) The First Punic War - OverSimplified (Part 1) 28 min The Prinsendam Cruise Ship Disaster The Prinsendam Cruise Ship Disaster 25 min Bankrupt - Hudson's Bay Company Bankrupt - Hudson's Bay Company 32 min Abandoned - Westminster Mall California Abandoned - Westminster Mall California 17 min Would You Ride an UNDERWATER Slide? | Fascinating Horror Shorts Would You Ride an UNDERWATER Slide? | Fascinating Horror Shorts 1 min Why Sagrada Familia Took 144 Years to Complete Why Sagrada Familia Took 144 Years to Complete 25 min Cyclops (2027) Kit Connor & Samara Weaving Cyclops (2027) Kit Connor & Samara Weaving 9 min 10 years of AI reporting | 60 Minutes Marathon 10 years of AI reporting | 60 Minutes Marathon 214 min The 28 pages of 9/11 intelligence that were in a secret vault | 60 Minutes Archive The 28 pages of 9/11 intelligence that were in a secret vault | 60 Minutes Archive 15 min The most controversial rewrite in history just shipped... The most controversial rewrite in history just shipped... 6 min Daily Driving the Steam Machine Daily Driving the Steam Machine 1 min My Son Needs a New Laptop My Son Needs a New Laptop 20 min I Investigated India’s Biggest Smartphone Controversy I Investigated India’s Biggest Smartphone Controversy 42 min I spent $12,000 on the THINNEST Tech I spent $12,000 on the THINNEST Tech 25 min How Strong Is The STRONGEST Magnet? How Strong Is The STRONGEST Magnet? 1 min Apple Products That DON'T Exist Apple Products That DON'T Exist 3 min There’s A Secret Parking Spot in Space There’s A Secret Parking Spot in Space 2 min How We Built the ISS - Part 2 How We Built the ISS - Part 2 29 min Project Orion: A Nuclear Pulse Rocket Project Orion: A Nuclear Pulse Rocket 1 min What they don't tell you about iPhone What they don't tell you about iPhone 1 min Same in the End - Sublime | Karaoke Version | KaraFun Same in the End - Sublime | Karaoke Version | KaraFun 3 min Sweet Dreams (Beautiful Nightmare) - Beyoncé | Karaoke Version | KaraFun Sweet Dreams (Beautiful Nightmare) - Beyoncé | Karaoke Version | KaraFun 4 min your browser is holding your AI back your browser is holding your AI back 1 min I Wish - Skee-Lo | Karaoke Version | KaraFun I Wish - Skee-Lo | Karaoke Version | KaraFun 5 min Ain't No Sunshine (live) - Shawn James | Karaoke Version | KaraFun Ain't No Sunshine (live) - Shawn James | Karaoke Version | KaraFun 4 min How Many Backflips?! 🤯 How Many Backflips?! 🤯 1 min This New Device is 10x Better Than Your Router This New Device is 10x Better Than Your Router 24 min This Training Is Intense 💥 This Training Is Intense 💥 1 min Jumping Over A Moving F1 Car (world first) Jumping Over A Moving F1 Car (world first) 11 min Hold My Girl - George Ezra | Karaoke Version | KaraFun Hold My Girl - George Ezra | Karaoke Version | KaraFun 4 min This is Plutonium 238 This is Plutonium 238 2 min iPhones are changing colour! iPhones are changing colour! 1 min NVIDIA CEO Jensen Huang's Vision for the Future NVIDIA CEO Jensen Huang's Vision for the Future 64 min I Tested NASA's New Space Suit (Ft. Axiom Space) I Tested NASA's New Space Suit (Ft. Axiom Space) 26 min How Does Science Really Work? The Myth of the Great Experiment: Crash Course Scientific Thinking #3 How Does Science Really Work? The Myth of the Great Experiment: Crash Course Scientific Thinking #3 11 min This Underwater Machine Sees Ghost Particles This Underwater Machine Sees Ghost Particles 1 min Why This Olympic Sport Bothers Physicists Why This Olympic Sport Bothers Physicists 17 min Editing Your DNA, with Nobel Prize Winner Dr. Jennifer Doudna Editing Your DNA, with Nobel Prize Winner Dr. Jennifer Doudna 54 min How has technology influenced literature?: Crash Course Latin American Literature #11 How has technology influenced literature?: Crash Course Latin American Literature #11 11 min What If You Dove Into Saturn? What If You Dove Into Saturn? 1 min We Took Our Food Delivery Man on His First Vacation We Took Our Food Delivery Man on His First Vacation 46 min How do you reconstruct an old story? 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Mark Rober) 22 min Why NASA Is Sending This Truck To The Moon Why NASA Is Sending This Truck To The Moon 24 min One Piece of News From Every Country in the World (Pt 2) One Piece of News From Every Country in the World (Pt 2) 38 min Magnets+Skateboard=Hoverboard Magnets+Skateboard=Hoverboard 2 min Home Budgeting with Bobby Berk [Partner content from @progressive] Home Budgeting with Bobby Berk [Partner content from @progressive] 5 min The Hardest Problem AI Ever Solved, with Google DeepMind CEO The Hardest Problem AI Ever Solved, with Google DeepMind CEO 66 min

Why The Harness Matters More Than The Model | YC Paper Club

2026 61 min

Harnesses get dismissed as just scaffolding, just prompt engineering, and not real research. But that couldn't be farther from the truth. The same model weights that score 30% on ARC-AGI score 95% with a better harness. So we gathered a group of researchers and founders working at the frontier to do a deep dive into the state of harnesses. We'll cover how we got to this point, the case for making your harness as expressive as possible, and what YC learned building an agent for every employee in the company. Sign up for the next Paper Club: Alternative Compute Paradigms https://events.ycombinator.com/yc-paperclub-Sep23 Chapters: 00:00 - Why harnesses matter 04:27 - Building an auto-researcher by accident 07:13 - A five minute history of harnesses 13:56 - Self-improving harnesses 17:22 - Tonight's speakers 18:35 - Seth Karten: Prime Agent, a self-improving RLM harness 21:50 - Context as an L1, L2, L3 cache 24:51 - From Turing machine to von Neumann computer 28:33 - Messaging between agents 30:04 - ARC-AGI results 33:09 - Emulator Bench and GPU kernels 37:30 - Jon Saad-Falcon: OpenJarvis, personal AI on personal devices 38:26 - How far behind are local models 39:21 - The five primitives of a personal AI stack 42:47 - Letting cloud models optimize your local stack 43:53 - 800x cheaper than the cloud 45:58 - Josh France and Regan Bell: QM, YC's agent harness for work 47:29 - A history of YC's internal agents 49:24 - OpenClaw and a fleet of 50 agents 51:04 - Pulling the brain out of the sandbox 54:43 - Letting the agent choose its own sandbox and model 57:16 - The grind tool: budgets on goals 58:50 - Agents don't understand social context Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs

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