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Why Robotics Still Isn't Solved - But Could Be Soon | YC Paper Club Why Robotics Still Isn't Solved - But Could Be Soon | YC Paper Club 85 分 Scientists Warn an Underwater Volcano Near the Oregon Coast Is Waking Up Scientists Warn an Underwater Volcano Near the Oregon Coast Is Waking Up 22 分 The UK’s £49BN Heathrow Gamble The UK’s £49BN Heathrow Gamble 22 分 Taken 4 (2027) Liam Neeson & Maggie Grace Taken 4 (2027) Liam Neeson & Maggie Grace 9 分 Astronomers Discover an Entirely New Type of Object - a Black Hole Star Astronomers Discover an Entirely New Type of Object - a Black Hole Star 10 分 Dubai Has a $22 Billion Plumbing Problem Dubai Has a $22 Billion Plumbing Problem 16 分 WARHAMMER 40,000: The Tithes Official Trailer (2026) Anthology Series 4K WARHAMMER 40,000: The Tithes Official Trailer (2026) Anthology Series 4K 3 分 We'll NEVER Land on Saturn's Moon (Not Even Our Best Spacecraft) We'll NEVER Land on Saturn's Moon (Not Even Our Best Spacecraft) 22 分 This Planet Went Through the Death of Its Star - And Survived! This Planet Went Through the Death of Its Star - And Survived! 22 分 Sprawl Zero - Launch Trailer | PS5 Games Sprawl Zero - Launch Trailer | PS5 Games 2 分 Bond 26 (2027) Henry Cavill & Margot Robbie Bond 26 (2027) Henry Cavill & Margot Robbie 9 分 Claude Just Revealed AI's Biggest Problem Claude Just Revealed AI's Biggest Problem 4 分 Canada is Beating US in Electrical Upkeep! Canada is Beating US in Electrical Upkeep! 25 分 I Made a Bet with Tesla I Made a Bet with Tesla 12 分 It works on localhost It works on localhost 1 分 Crypto Beyond Dark Web Myths Crypto Beyond Dark Web Myths 1 分 An Attempt Was Made! An Attempt Was Made! 17 分 SUPER HIGH VOLTAGE Measurement SUPER HIGH VOLTAGE Measurement 16 分 iPhone 18 Pro Review: All About that Chip iPhone 18 Pro Review: All About that Chip 17 分 The Sketchiness in GREECE The Sketchiness in GREECE 26 分 Find her @ElectroCUTEvideos Find her @ElectroCUTEvideos 1 分 What Would Linus Save? What Would Linus Save? 1 分 Genius idea... Bad execution Genius idea... Bad execution 1 分 POV: You locked in for 3 months POV: You locked in for 3 months 1 分 I tested every new Apple Product! I tested every new Apple Product! 15 分 How I wasted $52,000 in my Dream Smart Home How I wasted $52,000 in my Dream Smart Home 20 分 They Looked Inside Claude’s AI's Mind. It Got Weird They Looked Inside Claude’s AI's Mind. It Got Weird 7 分 Can Tech Transform my Body in 3 Months? Can Tech Transform my Body in 3 Months? 13 分 Yo mama so FAT32... Yo mama so FAT32... 1 分 The Best TINY Tech on the Internet! The Best TINY Tech on the Internet! 20 分 iPhone Duo Hands On! iPhone Duo Hands On! 2 分 Sapper's Tree Sapper's Tree 2 分 $1000 to $4000 Laptop - Snapdragon Edition $1000 to $4000 Laptop - Snapdragon Edition 1 分 LORN - PAWO LORN - PAWO 3 分 These Earbuds have a World Record These Earbuds have a World Record 1 分 These people walk towards mining disasters. These people walk towards mining disasters. 22 分 After ten years, it's time to stop weekly videos. After ten years, it's time to stop weekly videos. 9 分 Her Eyes Were Green Her Eyes Were Green 7 分 Apple Lost the AI Race Apple Lost the AI Race 8 分 Folding Folding 2 分 How to Stop Smart TV Spying How to Stop Smart TV Spying 12 分 Don't Make a Taser! #experiment #electrical #funny #DIY Don't Make a Taser! #experiment #electrical #funny #DIY 2 分 Every iPhone Ever. SAME photo! Every iPhone Ever. SAME photo! 1 分 The Solar Powered Aptera EV 👀 The Solar Powered Aptera EV 👀 2 分 First Person to Say Hi Wins NEW Screwdriver First Person to Say Hi Wins NEW Screwdriver 1 分 Memory Memory 3 分 2 LATE 2 LATE 2 分 ASH ASH 5 分 DLSS 5 is NOT What We Expected DLSS 5 is NOT What We Expected 19 分 iPhone 18 Pro - Does variable aperture matter? iPhone 18 Pro - Does variable aperture matter? 1 分 Former LTT employee Shares a Memorable Linus Story Former LTT employee Shares a Memorable Linus Story 1 分

Why Robotics Still Isn't Solved - But Could Be Soon | YC Paper Club

2026 85

This week's Paper Club is all about robotics. Every year for the last decade, someone has promised that the era of robotics is just around the corner. But we're still waiting. So we gathered a bunch of the top researchers working in AI and robotics to present the latest findings on where we are and what comes next. We open with a discussion of the biggest roadblocks still in the way: the sim-to-real gap, action representation, the sensorimotor problem, and embodiment drift. Then we cover giving robot policies memory, teaching models what's worth reasoning about, dexterous tool use learned entirely in simulation, why the next great robotics companies will start with teleoperation, and how to run world action models without two GB200s per robot. Transcript: https://www.ycrootaccess.com/p/memory-simtoolreal-and-world-action Chapters: 0:00 – Francois Chaubard: Ten years of “next year, robotics is solved” 7:59 – Marcel Torne: MEM - Multi-Scale Embodied Memory for Vision Language Action Models (arxiv.org/abs/2603.03596) 20:21 – Milan Ganai: Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning (arxiv.org/abs/2602.08167) 33:42 – Tyler Ga Wei Lum: SimToolReal - An Object-Centric Policy for Zero-Shot Dexterous Tool Manipulation (arxiv.org/abs/2602.16863) 51:21 – Niko West (Rerun.io): Why the next great robotics companies will start with teleoperation 1:08:30 – Bill Jiao & Guanming Wang (General Instinct): World action models and what comes after VLAs Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs

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