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Yannis Antonoglou

๐Ÿ‘ค Speaker
329 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

It was like a startup at the time.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

I was like one of the founding engineers.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

And then I did a lot of the deep reinforcement learning research that came out of DeepMind while I was there.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

I worked on DQN, AlphaGo, AlphaZero, NuZero, and also did RLHF for Gemini before I left.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

So I actually have like a lot of

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

kind of like experience and a lot of, you know, I've spent most of my career doing research and just like really trying to push the boundaries of like the frontier and like, you know, just ensuring that we have like the most powerful algorithms for reinforcement learning and AI in general.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

And one of the things that, you know, I think that like everyone who's done a lot of research can agree on is that

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

Open science, publications, sharing your findings, uploading your code is something that is the only way to really ensure that the progress is actually accessible by everyone and also that we can speed up the progress of intelligence and of science as a whole.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

Yeah, that's a really good question.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

The most important thing to note about open models is that they're especially useful to people who want to build with them or they want to just do more research or they want to just tinker with the model and just try and build their own solutions.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

And a lot of the innovations happen because people are curious and they want to just take models or they want to just take a...

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

for example, an operating system.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

So in the past, you had like the Ubuntu and the Linux operating system and people just like, you know, try and fix bugs and just like make it more reliable and like more secure.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

At the same time, they'll just like try to contribute and at the same time, it could be used as an educational tool for like the next generation of computer scientists to learn how to program operating systems and how they work and, you know, do their assignments or just like, you know, find better solutions to existing problems.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

So,

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

Open weights and open source is the way to ensure that innovation happens at scale and at the same time you have the new generation of scientists actually really understanding how these systems work and being able to contribute to the next iteration and generation of systems.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

That's awesome.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

Yeah, that's straight to the point, I guess.

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

So,

The Neuron: AI Explained
This DeepMind Vet Raised $2B to Open-Source Frontier AI

Yeah, so what we're building is that we want to build the most powerful agenda models in the world and make them open weight and accessible to everyone.