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Waymo联席CEO分享自动驾驶产品化七条经验

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Dmitri Dolgov在YC活动上讲了Waymo怎么从demo走到量产,17倍安全优势怎么来的,搞物理AI的值得看。

Waymo首次全自动驾驶演示用了18个月,但产品化花了15年。如今Waymo Driver每周完成50万次行程,在15个城市累计行驶400万英里。其严重受伤事故率比人类司机低17倍。在Startup School 2026上,联席CEO Dmitri Dolgov分享了从演示到产品的七个教训。

原文 · Y Combinator

Waymo’s first fully autonomous demo took eighteen months. The product took fifteen years. Today the @Waymo Driver runs 500,000 trips a week — 4 million fully autonomous miles across 15 cities, with 17x fewer serious-injury crashes than human drivers. At Startup School 2026, Waymo co-CEO @dmitri_dolgov shares the seven lessons behind that journey, from bridging the gap between a demo and a real product to building systems that can safely operate in the physical world. 00:07 — 7 Lessons From Building Waymo 02:21 — Why Physical AI Is Different 06:52 — The Gap Between a Demo and a Product 11:34 — Why Reliability Lives on an Exponential Curve 14:17 — Pick the Right Technology Curve 16:05 — Why Waymo Uses Cameras, LiDAR, and Radar 21:07 — Ride Every Technology Wave 24:43 — Inside the Waymo Foundation Model 30:09 — The Bitter Lesson Still Wins 36:41 — Why Every Physical AI Company Needs a Simulator 41:36 — Build an AI Flywheel 43:22 — Evals Are Your Competitive Advantage 46:09 — How Waymo Became 17x Safer Than Human Drivers 47:59 — The Next Decade of AI Will Be Physical Your browser does not support the video tag. 🔗 View on Twitter 💬 3 🔄 1 ❤️ 15 👀 3371 📊 4 ⚡