
The Next Big Idea Demis Hassabis Wants to Build AGI. Should We Trust Him?
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Apr 13, 2026 Sebastian Mallaby, journalist and author of The Infinity Machine, offers a concise biography of Demis Hassabis and why he pursued superintelligence. He digs into DeepMind’s origins, the breakthroughs from games to AlphaFold, tensions between safety and industry race dynamics, personal influences like chess and spirituality, and the question of whether great power can align with moral intent.
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Scientist Who Built A World-Class Lab
- Demis Hassabis uniquely combines origin-level scientific depth with lab leadership, making him central to modern AI's history.
- He founded DeepMind in 2010 and led science-driven work that set the stage for later breakthroughs like AlphaGo and AlphaFold.
Teenage Game Designer Who Chose Science
- At 16 Hassabis turned down a million-dollar game design offer to study computer science at Cambridge.
- He chose science over instant wealth, later coding Theme Park and using those early game-AI talks to seed his long AGI plan.
Fusing Learning From Data And Experience
- DeepMind's breakthrough fused deep learning and reinforcement learning to create agentic systems that learn from data and experience.
- The Atari project combined memory banks of action-reward pairs with deep nets to produce game-playing agents.





