A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind
Demis HassabisSpeaker- Jonathan LevinHost
Key ideas
Hassabis traces how games, proteins and a 'solve intelligence' plan built DeepMind, why AlphaFold was given away, and why he wants society to prepare for AGI now.
From a machine transcript of the audio. Quotes link to the moment they are said.
- 1
Turn every experience toward one mission
Hassabis describes his chess, video game and neuroscience work as preparation for one goal he has held for over 30 years. He credits chess training for how he breaks ambitious plans into manageable steps, and games for his lessons in engineering at scale and running startups.
- 2
Hold on until you get a foothold
Hassabis recalls that DeepMind's system could not win a point at Pong for what felt like six months, though he allows it may have been two. With little funding and almost no salaries, he wondered whether they were 10 or 20 years too early. Speaking of machine learning and the history of AI, he says that once something starts working, there is usually a way to keep improving it.
- 3
Pick a problem that unlocks others
Hassabis says protein folding was worth the attention because of what solving it would open up, from fundamental biology to drug discovery. He adds that it had a clear objective and an existing body of data, even though he says most people thought it was at least 10 to 20 years away.
- 4
Give away what others can use better
Hassabis says keeping AlphaFold's structures proprietary could have been hugely valuable, but one organization could not have reached the downstream uses alone. He also says the system had been trained on public data, so giving back felt right. He hopes cheaper drug discovery at Isomorphic could one day fund cures for diseases that offer no return.
- 5
Treat the next few years as urgent
Hassabis says the public is right to be concerned, and describes AI as possibly ten times the Industrial Revolution's impact at ten times the speed. He calls the race between labs a prisoner's dilemma and wants government involvement that adapts quickly. He urges economists and others to work out now how the benefits can reach everyone.
In Demis’s words
“If you get a foothold, you can usually hill climb your way out of that.”
Demis Hassabis·A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind·Watch at 16:28(opens the original in a new tab)“For us, it felt like we would only be able to scratch the surface of the downstream impact that putting all those structures out in the world could have on our own.”
Demis Hassabis·A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind·Watch at 24:40(opens the original in a new tab)“It's obviously not correct for just a few people or a few companies or even a few nations to be benefiting from this technology.”
Demis Hassabis·A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMind·Watch at 33:02(opens the original in a new tab)About this entry
- Published
- Jun 2, 2026
- Channel
- Stanford Graduate School of Business
- Type
- Video
- Length
- 57:01
- Language
- English
- Added
- Nov 2, 2026
- Source last checked
- Nov 2, 2026
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Draft. Written by us with AI from a machine transcript of the video’s audio (Whisper) and checked against it. Machine transcripts can mishear; each quote links to the moment so you can hear it. Not yet rights-reviewed.
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