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TED Health

How AI is saving billions of years of human research time | Max Jaderberg

TED Health

TED

Shoshana Ungerleider, Ted Shoshana, Ted Talks Health, Health & Fitness, How To Be Healthier, Medicine, Fitness

4.01.5K Ratings

🗓️ 20 January 2026

⏱️ 19 minutes

🧾️ Download transcript

Summary

Can AI compress the years long research time of a PhD into seconds? Research scientist Max Jaderberg explores how “AI analogs” simulate real-world lab work with staggering speed and scale, unlocking new insights on protein folding and drug discovery. Drawing on his experience working on Isomorphic Labs' and Google DeepMind's AlphaFold 3 — an AI model for predicting the structure of molecules — Jaderberg explains how this new technology frees up researchers' time and resources to better understand the real, messy world and tackle the next frontiers of science, medicine and more.



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Transcript

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0:00.0

Hi everyone, Shoshana here. Today we're sharing an episode of a podcast we think that you'll love.

0:09.5

It's been handpicked by the TED staff, and we think that as a TED health listener, you'll come away with a fresh idea and a totally new perspective.

0:17.2

Enjoy and head to the link in the description for more.

0:23.9

AI gets a ton of attention about all of the fantastical things it can or can't do.

0:30.2

But do you ever wonder how this tech is actually impacting the world beyond the headlines?

0:35.8

Imagine accelerating drug discovery, designing revolutionary materials,

0:40.3

and unlocking the secrets of the universe all within the digital realm.

0:45.3

This is TED Tech, a podcast from the TED Audio Collective.

0:50.3

I'm your host, Shirel Dorsey.

0:53.3

Today, we're going behind the scenes with Max

0:56.6

Yaderberg, chief AI officer at isomorphic labs and previous research scientists at DeepMind

1:03.0

to explore how AI is revolutionizing scientific discovery itself. Max believes we're entering a new era where AI can create virtual analogs of our world,

1:14.4

allowing us to experiment and innovate at an unprecedented scale.

1:18.8

His talk is a journey to the cutting edge of AI-powered science.

1:24.3

Before we dive in, a quick break to hear from our sponsors.

1:35.7

And now, Max Yaderberg takes the TED stage.

1:41.9

So a while I go now, I did a PhD,

1:45.0

and I actually thought it'd be quite easy to do research.

1:49.0

Turns out it was really hard.

1:51.0

My PhD was spent coding up neural network layers

1:55.0

and writing kuda kernels, very much computer-based science.

2:00.0

And at that time, I had a friend who worked in a lab doing real messy science.

...

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