20VC: DeepMind's Demis Hassabis on Why AGI is Bigger than the Industrial Revolution | Why LLMs Will Not Commoditise & We Have Not Hit Scaling Laws | Bottlenecks in AI & The Energy Crisis Caused By AI | Whether AI Will Do More to Harm or Help Inequality
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The Twenty Minute VC
4.4 • 693 Ratings
🗓️ 7 April 2026
⏱️ 36 minutes
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Summary
Demis Hassabis is the Co-Founder & CEO of Google DeepMind - working on AGI, responsible for AI breakthroughs such as AlphaGo, the first program to beat the world champion at the game of Go; and AlphaFold, which cracked the 50-year grand challenge of protein structure prediction and was recognised with the 2024 Nobel Prize in Chemistry. Demis is revolutionising drug discovery at Isomorphic Labs. Ultimately, trying to understand the fundamental nature of reality.
AGENDA:
00:04:00 — What Actually Counts as AGI; and Where Are We Today?
00:05:00 — What Are the Biggest Bottlenecks Holding AI Back Today?
00:06:00 — Have We Hit the Limits of Scaling Laws?
00:07:00 — Where Is AI Ahead of Expectations; and What's Still Missing?
00:07:30 — Why Can't AI Systems Learn Continuously Like Humans?
00:08:30 — How Did DeepMind Go from Behind to Leading the Pack?
00:11:00 — Are We Heading Toward Model Commoditization; or Winner-Takes-All?
00:12:00 — What Does the Future of Open Source Really Look Like?
00:13:00 — What Does a Post LLM World Look Like?
00:14:45 — Can AI Really Fix Drug Discovery—and Cut the 10-Year Timeline?
00:17:00 — What Does "Good" AI Regulation Actually Look Like?
00:18:00 — Who Should Be the Ultimate Arbiter of Truth in an AI World?
00:19:30 — If Demis Had One Shot to Fix AI Safety, What Would He Do?
00:21:00 — Is This Time Different for Jobs; or Will History Repeat Itself?
00:22:00 — Is AGI Bigger Than the Industrial Revolution; and Faster?
00:23:00 — Are We Underestimating AI Despite All the Hype?
00:23:30 — Does AI Lead to Massive Inequality; or Universal Prosperity?
00:24:30 — How Do We Solve the Energy Crisis Created by AI?
00:26:00 — Why Stay in the UK Instead of Moving to Silicon Valley?
00:28:00 — Will Europe Ever Build a Trillion-Dollar Tech Giant?
00:29:30 — Meeting Elon Musk for the First Time?
00:31:00 — What Big Questions About AI Is No One Talking About?
00:31:30 — What Does Demis Want His Legacy to Be?
Transcript
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| 0:00.0 | The returns are still very substantial, although they're a bit less than they were obviously |
| 0:04.5 | at the start of all of this scaling. I would say about 90% of the breakthroughs that underpin |
| 0:09.2 | the modern AI industry were done by either by Google Brain or Google Research or DeepMind. |
| 0:13.8 | Those labs that have capability to invent new algorithmic ideas are going to start having |
| 0:20.7 | bigger advantage over the next few years. |
| 0:22.6 | The last set of ideas are sort of, you know, all the juices being run out of them. |
| 0:26.3 | And I sometimes quantify like AGI, the coming of AGI is like 10 times the Industrial Revolution |
| 0:31.3 | at 10 times the speed. |
| 0:33.1 | This is 20 VC with me, Harry Stebbings, and I'm so excited for the show today. |
| 0:37.1 | I walked to this interview and I described it to my mother like this. |
| 0:41.3 | We have amazing guests on the show, but very few honestly will be considered in the same realm as Newton, Turing, Einstein. |
| 0:49.3 | Our guest today is one of the greatest minds on the planet, and I consider myself incredibly |
| 0:54.9 | lucky to have had the chance to sit down with him and discuss what we did today. |
| 0:59.9 | This is a truly special one and one that I'll remember for a very long time. |
| 1:04.4 | Enjoy the episode, and I so appreciate the time we had with a very special human being. |
| 1:09.5 | I'm thrilled to welcome Demis Asabas at Deep Mind. |
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