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(//support.google.com/youtube/answer/15569972?hl=en) Learn more Chapters () View all (/watch?v=RNJCfif1dPY) () (Introduction) Introduction (Introduction) Introduction 0:00 (/watch?v=RNJCfif1dPY) (Introduction) Introduction 0:00 (/watch?v=RNJCfif1dPY&t=31s&pp=0gcJCdkCDuyUWbzu) () (The Importance of Speed in Startups) The Importance of Speed in Startups (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 (/watch?v=RNJCfif1dPY&t=31s&pp=0gcJCdkCDuyUWbzu) (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 (/watch?v=RNJCfif1dPY&t=73s) () (Opportunities in the AI Stack) Opportunities in the AI Stack (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 (/watch?v=RNJCfif1dPY&t=73s) (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 (/watch?v=RNJCfif1dPY&t=126s) () (The Rise of Agent AI) The Rise of Agent AI (The Rise of Agent AI) The Rise of Agent AI 2:06 (/watch?v=RNJCfif1dPY&t=126s) (The Rise of Agent AI) The Rise of Agent AI 2:06 (/watch?v=RNJCfif1dPY&t=292s) () (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution 4:52 (/watch?v=RNJCfif1dPY&t=292s) (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution 4:52 (/watch?v=RNJCfif1dPY&t=536s) () (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering 8:56 (/watch?v=RNJCfif1dPY&t=536s) (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering 8:56 (/watch?v=RNJCfif1dPY&t=1026s) () (The Role of Product Management) The Role of Product Management (The Role of Product Management) The Role of Product Management 17:06 (/watch?v=RNJCfif1dPY&t=1026s) (The Role of Product Management) The Role of Product Management 17:06 (/watch?v=RNJCfif1dPY&t=1283s&pp=0gcJCdkCDuyUWbzu) () (The Value of Understanding AI) The Value of Understanding AI (The Value of Understanding AI) The Value of Understanding AI 21:23 (/watch?v=RNJCfif1dPY&t=1283s&pp=0gcJCdkCDuyUWbzu) (The Value of Understanding AI) The Value of Understanding AI 21:23 Transcript Follow along using the transcript. () Show transcript (/@ycombinator) (Y Combinator) () Y Combinator 1.9M subscribers () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/videos) Videos () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/about) About () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/videos) Videos () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/about) About Show less Andrew Ng: Building Faster with AI 86,823 views 86K views Jul 10, 2025 (I like this) 2.4K (I dislike this) (Share) Share () Download Download (Save) Save () () (Comments) Comments 77 Top comments Newest first () () () (In this video) In this video () Timeline Chapters Transcript () () (Chapters) Chapters () (/watch?v=RNJCfif1dPY) () (Introduction) Introduction (Introduction) Introduction 0:00 (/watch?v=RNJCfif1dPY) (Introduction) Introduction 0:00 () () (/watch?v=RNJCfif1dPY&t=31s) () (The Importance of Speed in Startups) The Importance of Speed in Startups (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 (/watch?v=RNJCfif1dPY&t=31s) (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 () () (/watch?v=RNJCfif1dPY&t=73s) () (Opportunities in the AI Stack) Opportunities in the AI Stack (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 (/watch?v=RNJCfif1dPY&t=73s) (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 () () (/watch?v=RNJCfif1dPY&t=126s) () (The Rise of Agent AI) The Rise of Agent AI (The Rise of Agent AI) The Rise of Agent AI 2:06 (/watch?v=RNJCfif1dPY&t=126s) (The Rise of Agent AI) The Rise of Agent AI 2:06 () () (/watch?v=RNJCfif1dPY&t=292s) () (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution 4:52 (/watch?v=RNJCfif1dPY&t=292s) (Concrete Ideas for Faster Execution) Concrete Ideas for Faster Execution 4:52 () () (/watch?v=RNJCfif1dPY&t=536s) () (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering 8:56 (/watch?v=RNJCfif1dPY&t=536s) (Rapid Prototyping and Engineering) Rapid Prototyping and Engineering 8:56 () () (/watch?v=RNJCfif1dPY&t=1026s) () (The Role of Product Management) The Role of Product Management (The Role of Product Management) The Role of Product Management 17:06 (/watch?v=RNJCfif1dPY&t=1026s) (The Role of Product Management) The Role of Product Management 17:06 () () (/watch?v=RNJCfif1dPY&t=1283s) () (The Value of Understanding AI) The Value of Understanding AI (The Value of Understanding AI) The Value of Understanding AI 21:23 (/watch?v=RNJCfif1dPY&t=1283s) (The Value of Understanding AI) The Value of Understanding AI 21:23 () () (/watch?v=RNJCfif1dPY&t=1353s) () (Technical Decisions in AI Development) Technical Decisions in AI Development (Technical Decisions in AI Development) Technical Decisions in AI Development 22:33 (/watch?v=RNJCfif1dPY&t=1353s) (Technical Decisions in AI Development) Technical Decisions in AI Development 22:33 () () (/watch?v=RNJCfif1dPY&t=1406s) () (Leveraging Gen AI Tools for Startups) Leveraging Gen AI Tools for Startups (Leveraging Gen AI Tools for Startups) Leveraging Gen AI Tools for Startups 23:26 (/watch?v=RNJCfif1dPY&t=1406s) (Leveraging Gen AI Tools for Startups) Leveraging Gen AI Tools for Startups 23:26 () () (/watch?v=RNJCfif1dPY&t=1445s) () (Building with AI Building Blocks) Building with AI Building Blocks (Building with AI Building Blocks) Building with AI Building Blocks 24:05 (/watch?v=RNJCfif1dPY&t=1445s) (Building with AI Building Blocks) Building with AI Building Blocks 24:05 () () (/watch?v=RNJCfif1dPY&t=1526s) () (The Importance of Speed in Startups) The Importance of Speed in Startups (The Importance of Speed in Startups) The Importance of Speed in Startups 25:26 (/watch?v=RNJCfif1dPY&t=1526s) (The Importance of Speed in Startups) The Importance of Speed in Startups 25:26 () () (/watch?v=RNJCfif1dPY&t=1601s) () (Addressing AI Hype and Misconceptions) Addressing AI Hype and Misconceptions (Addressing AI Hype and Misconceptions) Addressing AI Hype and Misconceptions 26:41 (/watch?v=RNJCfif1dPY&t=1601s) (Addressing AI Hype and Misconceptions) Addressing AI Hype and Misconceptions 26:41 () () (/watch?v=RNJCfif1dPY&t=2255s) () (AI in Education: Current Trends and Future Directions) AI in Education: Current Trends and Future Directions (AI in Education: Current Trends and Future Directions) AI in Education: Current Trends and Future Directions 37:35 (/watch?v=RNJCfif1dPY&t=2255s) (AI in Education: Current Trends and Future Directions) AI in Education: Current Trends and Future Directions 37:35 () () (/watch?v=RNJCfif1dPY&t=2373s&pp=0gcJCdkCDuyUWbzu) () (Balancing AI Innovation with Ethical Considerations) Balancing AI Innovation with Ethical Considerations (Balancing AI Innovation with Ethical Considerations) Balancing AI Innovation with Ethical Considerations 39:33 (/watch?v=RNJCfif1dPY&t=2373s&pp=0gcJCdkCDuyUWbzu) (Balancing AI Innovation with Ethical Considerations) Balancing AI Innovation with Ethical Considerations 39:33 () () (/watch?v=RNJCfif1dPY&t=2487s) () (Protecting Open Source and the Future of AI) Protecting Open Source and the Future of AI (Protecting Open Source and the Future of AI) Protecting Open Source and the Future of AI 41:27 (/watch?v=RNJCfif1dPY&t=2487s) (Protecting Open Source and the Future of AI) Protecting Open Source and the Future of AI 41:27 () () Sync to video time () Sync to video time () (Description) Description () Andrew Ng: Building Faster with AI 2.4K Likes 86,823 Views Jul 10 2025 Andrew Ng on June 17, 2025 at AI Startup School in San Francisco.\n\nAndrew Ng has helped shape some of the most influential movements in modern AI\u2014from online education to deep learning to AI entrepreneurship. \n\nIn this talk, he shares what he\u2019s learning now: why execution speed matters more than ever, how agentic workflows are changing what startups can build, and why concreteness beats vagueness when turning ideas into products. He reflects on the rise of AI coding assistants, the shifting bottlenecks in product development, and why, despite faster software, it\u2019s still human judgment and responsibility that will shape what comes next.\n\nApply to Y Combinator: (https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbm5sUFNrd2pFSV9Hano1ZTFaWU03Ymd3T2ppd3xBQ3Jtc0tuNFlkT2JsYllfY1N1M3RxVTk5YW9UdUtRX1BUWE5rMGg2Y1JoNllYTTQwZzF0QkhCLUNiRHdvVGlmankxcEVGQWZpU1NyV0ZLdGpaNlhjNUJGcGZWSDdGTE1iU2FGNXNRWmVjZlVzY1BLSHJLdDJ6SQ&q=https%3A%2F%2Fycombinator.com%2Fapply&v=RNJCfif1dPY) https://ycombinator.com/apply Work at a startup: (https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbmZqZmZYTkdROEFHdU16bHBTTExXcXRiaFYtd3xBQ3Jtc0tsWFpYbFFBVFp6R1JYOWJNVkJQcFVjcHYxZ2pmYzlCTDNUN005QmdXa0RnVFJSdF9wYU4zSzdSMHhiS2xRUW52Z0FEc2NxMVlvNnYtYkItWGVvTVBIM2ZPT3FTd3pPZ2psc19BRHhESTFDY0JIMm5jUQ&q=https%3A%2F%2Fworkatastartup.com%2F&v=RNJCfif1dPY) https://workatastartup.com Chapters: (/watch?v=RNJCfif1dPY) 00:00 - Introduction (/watch?v=RNJCfif1dPY&t=31s) 00:31 - The Importance of Speed in Startups (/watch?v=RNJCfif1dPY&t=73s) 01:13 - Opportunities in the AI Stack (/watch?v=RNJCfif1dPY&t=126s) 02:06 - The Rise of Agent AI (/watch?v=RNJCfif1dPY&t=292s) 04:52 - Concrete Ideas for Faster Execution (/watch?v=RNJCfif1dPY&t=536s) 08:56 - Rapid Prototyping and Engineering (/watch?v=RNJCfif1dPY&t=1026s) 17:06 - The Role of Product Management (/watch?v=RNJCfif1dPY&t=1283s) 21:23 - The Value of Understanding AI (/watch?v=RNJCfif1dPY&t=1353s) 22:33 - Technical Decisions in AI Development (/watch?v=RNJCfif1dPY&t=1406s) 23:26 - Leveraging Gen AI Tools for Startups (/watch?v=RNJCfif1dPY&t=1445s) 24:05 - Building with AI Building Blocks (/watch?v=RNJCfif1dPY&t=1526s) 25:26 - The Importance of Speed in Startups (/watch?v=RNJCfif1dPY&t=1601s) 26:41 - Addressing AI Hype and Misconceptions (/watch?v=RNJCfif1dPY&t=2255s) 37:35 - AI in Education: Current Trends and Future Directions (/watch?v=RNJCfif1dPY&t=2373s) 39:33 - Balancing AI Innovation with Ethical Considerations (/watch?v=RNJCfif1dPY&t=2487s) 41:27 - Protecting Open Source and the Future of AI \u2026 ...more ...more Show less How this content was made Auto-dubbed Audio tracks for some languages were automatically generated. (//support.google.com/youtube/answer/15569972?hl=en) Learn more Chapters () View all (/watch?v=RNJCfif1dPY) () (Introduction) Introduction (Introduction) Introduction 0:00 (/watch?v=RNJCfif1dPY) (Introduction) Introduction 0:00 (/watch?v=RNJCfif1dPY&t=31s&pp=0gcJCdkCDuyUWbzu) () (The Importance of Speed in Startups) The Importance of Speed in Startups (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 (/watch?v=RNJCfif1dPY&t=31s&pp=0gcJCdkCDuyUWbzu) (The Importance of Speed in Startups) The Importance of Speed in Startups 0:31 (/watch?v=RNJCfif1dPY&t=73s) () (Opportunities in the AI Stack) Opportunities in the AI Stack (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 (/watch?v=RNJCfif1dPY&t=73s) (Opportunities in the AI Stack) Opportunities in the AI Stack 1:13 (/watch?v=RNJCfif1dPY&t=126s) () (The Rise of Agent AI) The Rise of Agent AI (The Rise of Agent AI) The Rise of Agent AI 2:06 (/watch?v=RNJCfif1dPY&t=126s) (The Rise of Agent AI) The Rise of Agent AI 2:06 Transcript Follow along using the transcript. () Show transcript (/@ycombinator) (Y Combinator) () Y Combinator 1.9M subscribers () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/videos) Videos () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/about) About () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/videos) Videos () (/channel/UCcefcZRL2oaA_uBNeo5UOWg/about) About () (Transcript) Transcript () () () () () NaN / NaN (/watch?v=2jOnoTEk-xA) () 43:13 () (Aravind Srinivas: Perplexity's Race to Build Agentic Search) (/watch?v=2jOnoTEk-xA) Aravind Srinivas: Perplexity's Race to Build Agentic Search Y Combinator 20K views \u2022 11 hours ago New () (/watch?v=LCEmiRjPEtQ) () 39:32 () (Andrej Karpathy: Software Is Changing (Again)) (/watch?v=LCEmiRjPEtQ) Andrej Karpathy: Software Is Changing (Again) Y Combinator 1.6M views \u2022 3 weeks ago () (/watch?v=f0MUe-0zpBQ) () 1:47:07 () (AI Is Making More Millionaires Than Anything in History w/ Salim Ismail & Dave Blundin | EP #181) (/watch?v=f0MUe-0zpBQ) AI Is Making More Millionaires Than Anything in History w/ Salim Ismail & Dave Blundin | EP #181 Peter H. 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and why concreteness beats vagueness when turning ideas into products. He reflects on the rise of AI coding assistants, the shifting bottlenecks in product development, and why, despite faster software, it\u2019s still human judgment and responsibility that will shape what comes next.\n\nApply to Y Combinator: https://ycombinator.com/apply\nWork at a startup: https://workatastartup.com\n\nChapters:\n00:00 - Introduction\n00:31 - The Importance of Speed in Startups\n01:13 - Opportunities in the AI Stack\n02:06 - The Rise of Agent AI\n04:52 - Concrete Ideas for Faster Execution\n08:56 - Rapid Prototyping and Engineering\n17:06 - The Role of Product Management\n21:23 - The Value of Understanding AI\n22:33 - Technical Decisions in AI Development\n23:26 - Leveraging Gen AI Tools for Startups\n24:05 - Building with AI Building Blocks\n25:26 - The Importance of Speed in Startups\n26:41 - Addressing AI Hype and Misconceptions\n37:35 - AI in Education: Current Trends and Future Directions\n39:33 - Balancing AI Innovation with Ethical Considerations\n41:27 - Protecting Open Source and the Future of AI...more\n...more\nShow less\n\nHow this content was madeAuto-dubbedAudio tracks for some languages were automatically generated. 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