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Tim Davis

👤 Person
552 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

So I spent, yeah, it was probably six years, six or seven years at Google, a lot of that inside Google Brain.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And that's actually where I met Chris Lattner, who is a very renowned engineer.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And he was brought in to help bring up some of the TPU infrastructure, which is sort of Google's custom silicon for running AI models.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

Before that, Chris was at Apple.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And then before that, had done a lot of other things in his career.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

LLVM, which is an open sort of compiler.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

Open Source Compiler Foundation.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And so we had been working on an infrastructure platform called TensorFlow, which was one of the original machine learning and AI frameworks at Google.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And Google had released that really to provide the world with the ability to build AI models and in many ways help, this was back in 2015, 2016, help build

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

begin to democratize AI.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

They had actually just acquired DeepMind at the time.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And so, you know, I independently became very excited about AI and had a startup before joining Google.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And, you know, we had started to dive in more what, you know, now is probably traditional machine learning.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

Yeah.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

So sort of, you know, what folks would... Sentiment analysis kind of stuff and...

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

Yeah, I think, you know, more traditional techniques for, um, for, you know, essentially essentially recognizing patterns in data and predicting outcomes.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

Um, Uh, and then, you know, as deep learning began to, to accelerate.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And so the complexity of, of sort of these networks that we're, that we started to build, we started working on, uh, you know, sort of open infrastructure for the world to help accelerate those things.

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

And so I worked on, you know, not only TensorFlow with an incredible group of people inside Google brain, um,

The Neuron: AI Explained
The "Android Moment" for AI Infrastructure: Why Modular Just Raised $250M

You know, I also spent a lot of time looking at edge.