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PJ Vogt

๐Ÿ‘ค Speaker
13769 total appearances

Appearances Over Time

Podcast Appearances

Freakonomics Radio
Are Human Drivers Finally Obsolete?

To get off to a running start, the team licenses the code from Stanford's DARPA Urban Challenge vehicle.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

Anthony Lewandowski goes to a local Toyota dealership and buys eight Priuses, takes them back to Google, and retrofits them to accept a computer as a driver.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

He hooks that computer driver electronically into the brakes, the gas, the steering.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

These Priuses get a radar system behind the bumper, cameras, a LiDAR system spinning 360 degrees on top.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

LiDAR like radar, but it shoots lasers instead of sound waves.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

At first, the team gives each Prius a cool name, like Knight Rider.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

But I think we quickly realized that we're not going to be able to name all these vehicles as we scale up our fleet, and so we just started to number them, like, you know, Prius 27.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

This is Don Burnett.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

He'd been a researcher working on autonomous submarines.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

He lost a friend in a car accident, separately got in a bad accident himself, and decided he wanted to do work on self-driving cars.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

That's how he eventually ended up on the team in its early days.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

I was on the motion planning and behavior decision-making team, and my responsibility was to work on the nudging behavior.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

Nudging, when a big truck passes a human driver on the right, the driver will nudge a little to the left.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

For us, it's an instinct.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

Don's job was to teach a computer to nudge.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

You're trying to encode the behavior that you would use as a driver under kind of partially good perception.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

And it's a really tricky problem.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

A team of academic roboticists, some of whom had had friends die in cars, spending Google's money to see if they could make driving safer.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

It was a weird era.

Freakonomics Radio
Are Human Drivers Finally Obsolete?

There's this big concert venue near Google's offices called the Shoreline Amphitheater.