Episode summary
Google DeepMind CEO Demis Hassabis on AI, Creativity, and a Golden Age of Science | All-In Summit
All-In Podcast
· · Hosts: Chamath Palihapitiya, Jason Calacanis, David Sacks, David Friedberg · Guests: Demis Hassabis
Summary
Demis Hassabis argued that Google DeepMind has become the “engine room” of Google and Alphabet, with Gemini and related models now embedded across products used by billions. He described Genie 3 as a major step toward world models: interactive environments generated from text that can maintain consistency over time and help AI learn intuitive physics from video, not just language.
A major theme was robotics. Hassabis said vision-language-action systems and Gemini Robotics could become a general software layer for robots, but he still thinks the field is early, with better algorithms and hardware needed before large-scale deployment. He favored both specialized robot designs and humanoid form factors, depending on the task and the environment.
On AGI, Hassabis said the missing ingredients are creativity, consistency, and continual learning, and he put true AGI roughly five to 10 years away. He also said AI is already accelerating science through AlphaFold, materials, fusion, weather, and math, and that Isomorphic Labs could shrink drug discovery timelines from years or decades to weeks or days. He ended by predicting a “golden era of science” within 10 years.
Key takeaways
- Hassabis said Google DeepMind now serves as the AI “engine room” for Google and Alphabet, with Gemini models reaching billions of users.
- He called Genie 3 a world model that reverse engineers intuitive physics and can generate interactive environments from a single prompt.
- Hassabis said robotics is still early, but he expects a “real wow moment” in the next couple of years and millions of robots eventually.
- He said AGI is likely five to 10 years away, but true creativity and continual learning are still missing.
- He expects Isomorphic Labs to enter pre-clinical phase sometime next year and thinks drug discovery could fall from years to weeks or days.
Notable quotes
“we're the engine room of the whole of Google and the whole of Alphabet”
“This model is reverse engineering intuitive physics”
“I think we're just scratching the surface of what AI will be able to do”
How the episode opens
A genius who may hold the cards of our future. CEO of Google DeepMind, which is the engine of the company's artificial intelligence. After his Nobel and a nighthood from King Charles, he became a pioneer of artificial intelligence.
We were the first ones to start doing it seriously in the modern era. Alph Go was the big watershed moment, I think, not just for Deep Mind at my company, but for AI in general. This was always my aim with AI from a kid, which is to to use it to accelerate scientific discovery.
Ladies and gentlemen, please welcome Google Deep Minds Deis Hassabis. Welcome. Great to be here.
Thanks. Thanks for following Tucker, Mark Cuban at all. Um, first off, congrats on winning the Nobel Prize.
Thank you. Um, thanks for the incredible breakthrough of AlphaFold. Maybe you may have done this before, but I know everyone here would love to hear your recounting of how you where you were when you won the Nobel Prize.
How'd you find out? Well, it was very surreal moment obviously. Um, you know, it's that everything about it is surreal.
The way they tell you, they tell you like 10 minutes before it all goes live. It's just, you know, you can't really it's you're sort of shell shocked when you get that call from Sweden. It's the call that every scientist dreams about.
And um and then the seal ceremonies the whole week in Sweden with the royal family. It's amazing. Obviously, it's been going for 120 years.
Uh and the most amazing bit is they bring out the this Nobel book from the from the vaults in the safe and you get to sign your name next to you know all the other greats. So it's quite an incredible moment sort of leafing back to the other pages and seeing Fineman and Mary Cury and Einstein and Neils Bore and you just carry on going backwards and you get to put your name on that in that book.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- ai and creativity
- ai science breakthroughs
- agi measurement
- robotics models
- scaling compute
Companies and tickers mentioned
- GOOGL
- GOOG
- Alphabet
- Isomorphic Labs
- Google DeepMind
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Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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