# 如何构建未来：德米斯·哈萨比斯 【视频】 - 来源：Hacker News 热门（buzzing.cc 中文翻译） - 作者：sandslash - 发布时间：2026-04-30 12:13 - AIHOT 分数：58 - AIHOT 链接：https://aihot.virxact.com/items/cmol590i500g5slc5gmf7te37 - 原文链接：https://www.youtube.com/watch?v=JNyuX1zoOgU ## AI 摘要 DeepMind联合创始人德米斯·哈萨比斯在视频中探讨了构建人工智能未来的愿景。他指出，通用人工智能（AGI）是核心目标，其发展将遵循从游戏AI（如AlphaGo、AlphaFold）到解决复杂科学问题的路径。哈萨比斯强调，AI的关键在于提升科学发现速度，应对气候变化、疾病治疗等全球性挑战。视频内容在Hacker News社区获得关注，获得了100点讨论热度。 ## 正文 Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough - YouTube Back Skip navigation Search Search with your voice Sign in Video 1 Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough Tap to unmute 2x Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough Y Combinator 257,879 views 1 month ago Info Shopping If playback doesn't begin shortly, try restarting your device. • You're signed out Videos you watch may be added to the TV's watch history and influence TV recommendations. 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Please try again later. 0:00 ") 0:00 / 0:00 Live •Watch full video • Intro • 57:02 A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind Stanford Graduate School of Business 120K views • 11 days ago Live Playlist ()Mix (50+)47:40 Inside Anthropic, the $965 Billion AI Juggernaut | The Circuit Bloomberg Originals 1.3M views • 4 days ago Live Playlist ()Mix (50+)3:51 AI for forward thinking Businesses with a UK positioning overview and value drivers AiBizAssist 10 views • 7 days ago Live Playlist ()Mix (50+)41:30 How A Mathematician At Subway Revolutionized Number Theory Veritasium 173K views • 2 hours ago Live Playlist ()Mix (50+)31:26 State-Of-The-Art Prompting For AI Agents Y Combinator 339K views • 1 year ago Live Playlist ()Mix (50+)11:22 Demis Hassabis WARNS Us: "The 2027 Is Agent Explosion And AGI Inflection""AI Dispatched 5K views • 1 month ago Live Playlist ()Mix (50+)53:10 The arrival of AGI | Shane Legg (co-founder of DeepMind)Google DeepMind and Hannah Fry 1.2M views • 6 months ago Live Playlist ()Mix (50+)17:09 SpaceX: The IPO where the math doesn't matter | About That CBC News 344K views • 1 day ago Live Playlist ()Mix (50+)32:23 Demis Hassabis: Why AGI is Bigger than the Industrial Revolution & Where Are The Bottlenecks in AI 20VC with Harry Stebbings 387K views • 2 months ago Live Playlist ()Mix (50+)56:08 The future of intelligence | Demis Hassabis (Co-founder and CEO of DeepMind)Google DeepMind and Hannah Fry 10M views • 5 months ago Live Playlist ()Mix (50+)40:36 How SpaceX Humiliated Wall Street Patrick Boyle 694K views • 20 hours ago Live Playlist ()Mix (50+)26:52 Demis Hassabis: We're Three Quarters of the Way to AGI Sequoia Capital 238K views • 1 month ago Live Playlist ()Mix (50+) Sign in to confirm you’re not a bot This helps protect our community. Learn more Sign in Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough Y Combinator Y Combinator 2.28M subscribers Subscribe Subscribed 5K Save Download Download 257K views 1 month ago 257,879 views • Apr 29, 2026 Demis Hassabis has had one of the most extraordinary careers in tech. He started as a chess prodigy and video game designer at 17 before getting a PhD in neuroscience and going on to found DeepMind. His lab cracked Go, solved protein structure prediction with AlphaFold, and then gave it away free to every scientist on earth. That work won him the 2024 Nobel Prize in Chemistr…...more ...more How this was made Auto-dubbed Audio tracks for some languages were automatically generated. Learn more Chapters View all ### Intro ### Intro 0:00 Intro 0:00 ### Demis Hassabis: From Chess Prodigy to DeepMind ### Demis Hassabis: From Chess Prodigy to DeepMind 0:46 Demis Hassabis: From Chess Prodigy to DeepMind 0:46 ### What’s Missing Before We Get To AGI? ### What’s Missing Before We Get To AGI? 1:48 What’s Missing Before We Get To AGI? 1:48 ### Why Memory Is Still Unsolved ### Why Memory Is Still Unsolved 3:36 Why Memory Is Still Unsolved 3:36 ### How AlphaGo Shaped Gemini ### How AlphaGo Shaped Gemini 6:14 How AlphaGo Shaped Gemini 6:14 ### Why Smaller Models Are Getting So Powerful ### Why Smaller Models Are Getting So Powerful 8:06 Why Smaller Models Are Getting So Powerful 8:06 ### The 1000x Engineer ### The 1000x Engineer 10:46 The 1000x Engineer 10:46 ### Continual Learning and the Future of Agents ### Continual Learning and the Future of Agents 12:40 Continual Learning and the Future of Agents 12:40 People mentioned 1 person # Demis Hassabis #### British AI researcher (born 1976) Transcript Follow along using the transcript. Show transcript ### Y Combinator 2.28M subscribers VideosAbout Show less Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough 257,879 views 257K views Apr 29, 2026 5K Save Download Download 240 Comments Sort comments Sort by Top Show featured commentsNewest Show recent comments, including potential spam Add a comment... @cyberdudecyber 1 month ago Bro went from chess prodigy to game designer to neuroscientist to Nobel Prize winner to solve intelligence, create AGI, cure biology like a weekend to-do list. Some people really don’t know how to chill. Show less Read more Like 452 Dislike ❤ by @ycombinator Reply 30 replies Hide replies 30 replies @StealthCoffeeMachine 1 month ago I really like how Demis talks and explains subjects - it's not jargony, it's not over-selling anything. It is so "easy" to listen to, that you know this person understands their subject from top to bottom Show less Read more Like 30 Dislike Reply @bearonionlol 1 month ago Demis is arguably the most influential person of this decade Show less Read more Like 143 Dislike Reply 4 replies Hide replies 4 replies @thomasunise 1 month ago Demis is easily one of the most import people in the world now Keep this man safe at all costs Show less Read more Like 83 Dislike Reply 3 replies Hide replies 3 replies @KenScott-bg7qj 1 month ago In Demis We Trust. Show less Read more Like 114 Dislike Reply 2 replies Hide replies 2 replies @pedrodpadua 1 month ago Demis Hasabis is my role model. If there is someone that I look up to, it’s him Show less Read more Like 24 Dislike Reply @johnk7025 1 month ago demis ur the real agi Show less Read more Like 67 Dislike Reply 2 replies Hide replies 2 replies @jeffhammerforteimpact 1 month ago This is the kind of content that turns a 'viewer' into a 'member.' Proud to be part of the journey you’re building here. Show less Read more Like 6 Dislike Reply 1 reply Hide replies 1 reply @MarkJones-f1t 1 month ago “AQI doesn’t scale intelligence by burning more energy. It scales intelligence by removing the need for energy.” Show less Read more Like 16 Dislike Reply @amanmsiddiqui 1 month ago We love Demis. Biggest takeaway from this talk: work on hard problems & AGI 2030. Show less Read more Like 29 Dislike Reply 1 reply Hide replies 1 reply @DavidHolladay-e2r 1 month ago Mr Hassabis is far and away the best thinker and least hype-master in the current AI domain. Show less Read more Like 11 Dislike Reply @thekollekta 1 month ago I will never tire of hearing this man speak. Show less Read more Like 3 Dislike Reply @emauf 1 month ago I love that he works to solve, not for ulterior motives. Boggles my mind how he escaped my attention in the past, He's a good soul. He re-assures me that there are people in AI who care about Safety and effects of extremities in developing a Pandora's box such as AI and AGI... Show less Read more Like 2 Dislike Reply @djg4653 1 month ago Thanks for keeping us informed Demis Show less Read more Like 7 Dislike Reply @Hedgehogmustache 1 month ago Narrator did a great job interviewing Demis! Show less Read more Like 3 Dislike Reply @krissn8111 1 month ago Happy to hear Sir Demis Hassabis. He always deliver great insights if you listen to him. Show less Read more Like 5 Dislike Reply @danielatrotter3026 1 month ago It’s impossible not to love Demis. Show less Read more Like 4 Dislike Reply 1 reply Hide replies 1 reply @douglasalvaradocorrales 1 month ago best 40:56 minutes of today, thanx for sharing Show less Read more Like 9 Dislike Reply @Sha-g8x2f 1 month ago I see a Demis video I immediately watch it !! Show less Read more Like 3 Dislike Reply @YYLim-y1l 4 weeks ago 0:18 This is certainly divine lighting. Show less Read more Like 1 Dislike Reply NaN / NaN Comments 240 Top Show featured commentsNewest Show recent comments, including potential spam In this video Timeline Chapters Transcript Chapters ### Intro ### Intro 0:00 Intro 0:00 ### Demis Hassabis: From Chess Prodigy to DeepMind ### Demis Hassabis: From Chess Prodigy to DeepMind 0:46 Demis Hassabis: From Chess Prodigy to DeepMind 0:46 ### What’s Missing Before We Get To AGI? ### What’s Missing Before We Get To AGI? 1:48 What’s Missing Before We Get To AGI? 1:48 ### Why Memory Is Still Unsolved ### Why Memory Is Still Unsolved 3:36 Why Memory Is Still Unsolved 3:36 ### How AlphaGo Shaped Gemini ### How AlphaGo Shaped Gemini 6:14 How AlphaGo Shaped Gemini 6:14 ### Why Smaller Models Are Getting So Powerful ### Why Smaller Models Are Getting So Powerful 8:06 Why Smaller Models Are Getting So Powerful 8:06 ### The 1000x Engineer ### The 1000x Engineer 10:46 The 1000x Engineer 10:46 ### Continual Learning and the Future of Agents ### Continual Learning and the Future of Agents 12:40 Continual Learning and the Future of Agents 12:40 ### Why AI Still Fails at Basic Reasoning ### Why AI Still Fails at Basic Reasoning 13:32 Why AI Still Fails at Basic Reasoning 13:32 ### Are Agents Overhyped or Just Getting Started? ### Are Agents Overhyped or Just Getting Started? 15:33 Are Agents Overhyped or Just Getting Started? 15:33 ### Can AI Become Truly Creative? ### Can AI Become Truly Creative? 18:31 Can AI Become Truly Creative? 18:31 ### Open Models, Gemma, and Local AI ### Open Models, Gemma, and Local AI 20:26 Open Models, Gemma, and Local AI 20:26 ### Why Gemini Was Built Multimodal ### Why Gemini Was Built Multimodal 22:26 Why Gemini Was Built Multimodal 22:26 ### What Happens When Inference Gets Cheap? ### What Happens When Inference Gets Cheap? 24:08 What Happens When Inference Gets Cheap? 24:08 ### From AlphaFold to the Virtual Cells ### From AlphaFold to the Virtual Cells 25:24 From AlphaFold to the Virtual Cells 25:24 ### AI as the Ultimate Tool for Science ### AI as the Ultimate Tool for Science 28:24 AI as the Ultimate Tool for Science 28:24 ### Advice for Founders ### Advice for Founders 30:43 Advice for Founders 30:43 ### The AlphaFold Breakthrough Pattern ### The AlphaFold Breakthrough Pattern 33:30 The AlphaFold Breakthrough Pattern 33:30 ### Can AI Make Real Scientific Discoveries? ### Can AI Make Real Scientific Discoveries? 35:20 Can AI Make Real Scientific Discoveries? 35:20 ### What to Build Before AGI Arrives ### What to Build Before AGI Arrives 37:59 What to Build Before AGI Arrives 37:59 Sync to video time Description Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough 5K Likes 257,879 Views Apr 29 2026 Demis Hassabis has had one of the most extraordinary careers in tech. He started as a chess prodigy and video game designer at 17 before getting a PhD in neuroscience and going on to found DeepMind. His lab cracked Go, solved protein structure prediction with AlphaFold, and then gave it away free to every scientist on earth. That work won him the 2024 Nobel Prize in Chemistry. Today he leads Google DeepMind, pushing toward the same goal he set as a teenager: AGI. On this special live episode of How to Build the Future, he sat down with YC's Garry Tan to talk about what still needs to happen to get us to AGI, his advice for founders on how to stay ahead of the curve and what the next big scientific breakthroughs might be. Chapters: 00:00 — Intro 00:46 — Demis Hassabis: From Chess Prodigy to DeepMind 01:48 — What’s Missing Before We Get To AGI? 03:36 — Why Memory Is Still Unsolved 06:14 — How AlphaGo Shaped Gemini 08:06 — Why Smaller Models Are Getting So Powerful 10:46 — The 1000x Engineer 12:40 — Continual Learning and the Future of Agents 13:32 — Why AI Still Fails at Basic Reasoning 15:33 — Are Agents Overhyped or Just Getting Started? 18:31 — Can AI Become Truly Creative? 20:26 — Open Models, Gemma, and Local AI 22:26 — Why Gemini Was Built Multimodal 24:08 — What Happens When Inference Gets Cheap? 25:24 — From AlphaFold to the Virtual Cells 28:24 — AI as the Ultimate Tool for Science 30:43 — Advice for Founders 33:30 — The AlphaFold Breakthrough Pattern 35:20 — Can AI Make Real Scientific Discoveries? 37:59 — What to Build Before AGI Arrives Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs…...more ...more Show less How this was made Auto-dubbed Audio tracks for some languages were automatically generated. Learn more Chapters View all ### Intro ### Intro 0:00 Intro 0:00 ### Demis Hassabis: From Chess Prodigy to DeepMind ### Demis Hassabis: From Chess Prodigy to DeepMind 0:46 Demis Hassabis: From Chess Prodigy to DeepMind 0:46 ### What’s Missing Before We Get To AGI? ### What’s Missing Before We Get To AGI? 1:48 What’s Missing Before We Get To AGI? 1:48 ### Why Memory Is Still Unsolved ### Why Memory Is Still Unsolved 3:36 Why Memory Is Still Unsolved 3:36 People mentioned 1 person # Demis Hassabis #### British AI researcher (born 1976) Transcript Follow along using the transcript. Show transcript ### Y Combinator 2.28M subscribers VideosAbout Transcript 57:02 A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind Stanford Graduate School of Business 120K views • 11 days ago 47:40 Inside Anthropic, the $965 Billion AI Juggernaut | The Circuit Bloomberg Originals 1.3M views • 4 days ago New 3:51 AI for forward thinking Businesses with a UK positioning overview and value drivers AiBizAssist 10 views • 7 days ago 41:30 How A Mathematician At Subway Revolutionized Number Theory Veritasium 173K views • 2 hours ago New 31:26 State-Of-The-Art Prompting For AI Agents Y Combinator 339K views • 1 year ago 11:22 Demis Hassabis WARNS Us: "The 2027 Is Agent Explosion And AGI Inflection"" AI Dispatched 5K views • 1 month ago 53:10 The arrival of AGI | Shane Legg (co-founder of DeepMind) Google DeepMind and Hannah Fry 1.2M views • 6 months ago 17:09 SpaceX: The IPO where the math doesn't matter | About That CBC News 344K views • 1 day ago New 32:23 Demis Hassabis: Why AGI is Bigger than the Industrial Revolution & Where Are The Bottlenecks in AI 20VC with Harry Stebbings 387K views • 2 months ago 56:08 The future of intelligence | Demis Hassabis (Co-founder and CEO of DeepMind) Google DeepMind and Hannah Fry 10M views • 5 months ago 40:36 How SpaceX Humiliated Wall Street Patrick Boyle 694K views • 20 hours ago New 26:52 Demis Hassabis: We're Three Quarters of the Way to AGI Sequoia Capital 238K views • 1 month ago 31:48 Inside Google DeepMind: AGI, Robotics, & World Models Explained - Demis Hassabis All-In Podcast 599K views • 9 months ago 41:21 NVIDIA's Jensen Huang on Building the Dynamo of the Intelligence Age Sequoia Capital 151K views • 4 days ago New 31:12 FULL DISCUSSION: Google's Demis Hassabis, Anthropic's Dario Amodei Debate the World After AGI | AI1G DRM News 996K views • 4 months ago 11:55 Why the US Is Investing in Quantum Computing Bloomberg Television 93K views • 1 day ago New 29:02 Nobel Prize lecture: Demis Hassabis, Nobel Prize in Chemistry 2024 Nobel Prize 193K views • 1 year ago 53:21 The Future Of Brain-Computer Interfaces Y Combinator 255K views • 3 months ago 42:48 A new era of discovery: AI and the frontiers of science with Demis Hassabis Google for Developers 37K views • 3 weeks ago 50:11 Inside Claude Code With Its Creator Boris Cherny Y Combinator 224K views • 3 months ago Show more