The DAOTHE DAO

EP. 147 · 30.06.2026 · 1:05:00

SCALING, SEARCH AND WHAT COMES AFTER THE TRANSFORMER

with Demis Hassabis

Scaling LawsDeepMindSearchAlphaZeroResearch1:05:00

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EPISODE BRIEF — EP. 147 · SCALING, SEARCH AND WHAT COMES AFTER THE TRANSFORMER
Guest: Demis Hassabis · Published: 30.06.2026 · Duration: 1:05:00

【OVERVIEW】
Demis Hassabis on whether scale alone gets us to general intelligence, why AlphaZero-style search layered on language models may be the missing ingredient, and how DeepMind decides which research bets to make in a field moving this fast.

【KEY TAKEAWAYS】
1. Does scale alone get us there?
2. AlphaZero-style search atop language models
3. Choosing research bets under uncertainty
4. Timelines, and what would change his mind

【CHAPTERS】
00:00 — Does scale alone get us there?
18:00 — AlphaZero-style search atop language models
40:00 — Choosing research bets under uncertainty
58:00 — Timelines, and what would change his mind

【TOPICS】Scaling Laws · DeepMind · Search · AlphaZero · Research

【WATCH】https://thedaopod.com/episodes/ep-147-demis-hassabis-on-scaling

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ABOUT THIS EPISODE

THE CONVERSATION

Demis Hassabis on whether scale alone gets us to general intelligence, why AlphaZero-style search layered on language models may be the missing ingredient, and how DeepMind decides which research bets to make in a field moving this fast.

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SCALING, SEARCH AND WHAT COMES AFTER THE TRANSFORMER

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EP. 147 · SCALING, SEARCH AND WHAT COMES AFTER THE TRANSFORMER

Demis Hassabis on whether scale alone gets us to general intelligence, why AlphaZero-style search layered on language models may be the missing ingredient, and how DeepMind decides which research bets to make in a field moving this fast.

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CHAPTERS

TIMELINE

Chapters derived from show notes

GUESTS

ON THE ROUNDTABLE

D
DEMIS HASSABIS

Co-founder & CEO, Google DeepMind

Co-founder and CEO of Google DeepMind. A Nobel laureate in Chemistry for AlphaFold, he continues to argue that general intelligence requires more than scale alone.

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FULL TRANSCRIPT

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Timeline0:00 / 1:05:00

0:00 · Does scale alone get us there?

Key Moments

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