YouSaid · the spoken record
John Jumper
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- 2024-05-01
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- 2024-05-01
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“Why don't you join us? And I said, No, you guys are working on games at that time. And I went to products and applications. And he said, well, the whole games thing is just phase one. The idea is to eventually impact science and impact applications, which are the biggest challenges in the world. And the level of conviction with which he basically made his case, I was convinced this guy gets it. And so I moved to DeepMind in 2017 and I told him, if you're very serious about real world applications, we need to make sure that machine learning systems are reliable. So in fact, when I joined DeepMind, I founded the reliability and safety sort of team at DeepMind. And around a year into it, there is sort of asked me once between you're really interested in multidisciplinary research where you want to”
2024-05-01 · a16z Podcast · Can AI Advance Science? DeepMind's VP of Science Weighs In · IDENTIFIED FROM THE TRANSCRIPT · source
“Yeah, so I took a very roundabout journey into what I do today at DeepMind. I'm a computer scientist by background and was hired at Microsoft Research and worked there for a decade, mostly working on applied mathematics, solving difficult maths problems, and most of them were encountered in machine learning. So I started with computer vision, computer graphics, information retrieval, and after having gone through many of these applications, was very excited about deep learning when it finally sort of emerged. I really thought that this was a game changer in terms of how machine learning is going to impact applications. At that time, DeepMind was a young starter and he reached out and said, well, we know you from some acquaintances.”
2024-05-01 · a16z Podcast · Can AI Advance Science? DeepMind's VP of Science Weighs In · IDENTIFIED FROM THE TRANSCRIPT · source
“So AI has been the talk of the town. A lot of people are familiar with the consumer LLMs, think ChatGPT, maybe Midjourney, but AI has been around for quite some time and it's also impacting the scientific sphere, which I think is so exciting and I think both of you do too. So pushmeat, maybe we could just start there and talk a little bit about your background, how you kind of got into this intersection of science in AI. And also you work for DeepMind, which I feel like for one of the flagship AI companies, why have you chosen to focus more there than perhaps some of the others”
2024-05-01 · a16z Podcast · Can AI Advance Science? DeepMind's VP of Science Weighs In · IDENTIFIED FROM THE TRANSCRIPT · source
“There have been 1.6 or 7 million users of the Alpha Hole database. Now, if that is not a positive statement about the planet, then I don't know what it is. There are 1.7 billion people interested in protein structure prediction. I'm really happy about that.”
2024-05-01 · a16z Podcast · Can AI Advance Science? DeepMind's VP of Science Weighs In · IDENTIFIED FROM THE TRANSCRIPT · source
“I think there's going to be this really fun cultural shift where 10 years ago people would say, oh, it's ridiculous a computer could try to do these things. I think 10 years from now, people will be like, oh, it's a ridiculous to have a human being do that. You can't load all these numbers in your head”
2024-05-01 · a16z Podcast · Can AI Advance Science? DeepMind's VP of Science Weighs In · IDENTIFIED FROM THE TRANSCRIPT · source