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Hidden Forces

The God Machine: Demis Hassabis and the Quest for Superintelligence | Sebastian Mallaby

Hidden Forces

Demetri Kofinas

Business, Government

4.8 • 1.6K Ratings

🗓️ 30 March 2026

⏱️ 56 minutes

🧾️ Download transcript

Summary

In Episode 472 of Hidden Forces, Demetri Kofinas speaks with Sebastian Mallaby about Demis Hassabis, the co-founder of DeepMind and the man widely regarded as the most consequential figure in the development of artificial general intelligence, and what his story reveals about the science, the competition, and the existential stakes of the AI transition now underway.

The first hour traces Hassabis's early life as a chess prodigy in North London, his studies in computer science at Cambridge and neuroscience at University College London, and the founding of DeepMind in 2010 alongside Shane Legg and Mustafa Suleyman.

Mallaby and Kofinas explore the philosophical and scientific foundations of Hassabis' approach — including the decisive shift from symbolic, rule-based AI development to the inductive, data-driven logic of deep learning — as well as the competitive dynamics that have shaped the industry: Google's acquisition of DeepMind in 2014, Hassabis's early skepticism of language models and the transformer architecture, and the moment ChatGPT's release shattered what hopes remained of a "singleton" scenario in which a single, safety-minded lab could develop AGI on behalf of all humanity.

The second hour picks up with the launch of ChatGPT 3.5 in November 2022 and what it revealed about the state of the AI race — including Mallaby's assessment of Sam Altman and the character of the individuals now driving this technology forward. They examine whether personality and values matter when competitive and commercial pressures are this overwhelming, and revisit a conversation Mallaby had with Geoffrey Hinton in which the so-called "godfather of AI" offered his honest assessment of humanity's odds of surviving the AI transition.

The episode closes with an exploration of why the safety and existential risk conversation has receded from public discourse — not because the concerns have been resolved, but because geopolitical and commercial imperatives have made it nearly impossible to slow down — and considers the range of perspectives on that risk, from Yann LeCun's dismissiveness of existential threats to the technical alignment work being pursued inside the major labs themselves.

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Episode Recorded on 03/23/2026

Transcript

Click on a timestamp to play from that location

0:00.0

What's up, everybody? My name is Demetri Gaffinus, and you're listening to Hidden Forces,

0:05.9

a podcast that inspires investors, entrepreneurs and everyday citizens, the challenge consensus

0:12.3

narratives, and learn how to think critically about the systems of power shaping our world.

0:17.8

My guest in this episode of Hidden Forces is Sebastian Malaby, senior fellow at the

0:22.3

Council on Foreign Relations, and a contributing writer for the New Yorker whose books have

0:26.8

chronicled the defining figures and institutions of modern capitalism, from Alan Greenspan

0:32.3

and the Federal Reserve to the hedge fund industry and the venture capital ecosystem of Silicon

0:37.1

Valley, from which the defining technological innovations and the venture capital ecosystem of Silicon Valley

0:37.5

from which the defining technological innovations of the last half century have emerged.

0:42.8

His latest work, The Infinity Machine, Deep Mind, and the quest for superintelligence

0:47.9

is a biography of Demis Hasabis, the co-founder of Deep Mind,

0:52.2

and the man regarded by many as the most important figure in the development of artificial general intelligence.

0:59.2

Sebastian and I spend the first hour of this conversation exploring who Demis Hasabis is, where he came from, and what drives him, tracing his early life as a chess prodigy in North London, his studies in computer science

1:11.9

at Cambridge and neuroscience at University College London, and the founding of Deep Mind in 2010

1:17.6

alongside Shane Legg and Mustafa Suleiman. We discussed the philosophical and scientific

1:23.4

underpinnings of his quest, including the shift from symbolic, rule-based AI development

1:28.6

to the inductive, data-driven approach of deep learning, and also get into the competitive

1:33.5

dynamics that have defined the industry. Google's acquisition of Deep Mind in 2014,

1:38.7

Chasabas's early skepticism toward language models and the transformer architecture,

1:43.5

and the moment chatGPT's release

1:45.6

shattered whatever hopes remained of achieving the singleton scenario, the hope that a single,

1:50.9

safety-minded lab, could develop artificial general intelligence on behalf of all humanity.

...

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