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John Collison

πŸ‘€ Speaker
587 total appearances

Appearances Over Time

Podcast Appearances

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

So it has a number of sensors that are positioned around the vehicle.

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

We use three different sensing modalities.

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

There's cameras, there's lighters or lasers, and there are radars.

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

You know, those are the primary ones.

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

There are also microphones, directional microphone arrays.

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

But those are the primary three for sensing the world.

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

They all have very nicely complementary physical properties.

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

They all have 360 degree coverage around the vehicle.

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

So the Waymo driver sees kind of 360, you know, all the time.

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

So all of the data goes into a computer, you would expect.

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

And they're the software that process, now it's, you know, all AI.

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

I can see a specialized AI in the physical world.

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

So it processes the sensor data.

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

Nowadays, you know, talk about it in the,

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

using AI terminology as encoders that take this data in.

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

And then there's the decoder, the action, the generative part, if you will, in the car.

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

And the generative task there is to figure out how to drive.

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

And that is, of course, connected through a specialized interface to the car where we can actuate the vehicle.

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

And that's why you see the steering wheel turn and it drives you around.

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

Nothing real time.