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Dmitri Dolgov

๐Ÿ‘ค Speaker
184 total appearances

Appearances Over Time

Podcast Appearances

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Okay, so I get into my car, there's three main families of sensors, LiDAR, radar, and cameras.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

And then it is using that to first build a model of what's going on in the world, you know, where are all the other cars and things like that.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

And then you say, make decisions and then actuate that with the cars.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

That is the system that you're living in.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

And is all that inference done locally or presumably yes, nothing's in the cloud?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

So that's one example of something that... There are all these debates that go on on Twitter around self-driving.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

So I can think of, you know, end-to-end versus the more kind of modular approach.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

There's cameras only versus array of sensors.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

And I can't tell...

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

are these debates actually interesting to an expert in the field?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Or do you think these are just settled matters and they're just grist for the algorithm?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

I understand where the questions are coming from.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Okay, and these are all downstream of the same foundation model?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

That's right.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Yes.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

You started working on self-driving 20 years ago.

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

As you think about the tech evolution,

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Is this just a scaling laws story where we had to be able to throw enough compute at it?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Were there architectural approaches we needed to wait to have be invented?

The a16z Show
From Models to Mobility: Building Waymo with Dmitri Dolgov

Was it just a story of we needed 20 years of going down the wrong cul-de-sacs before we eventually arrived at the right approach?