Last week, Uber announced something called "digital tasks." These are simple, quick tasks that drivers can do when they are not driving — things like recording a voice note in a person's mother tongue, submitting a document in a different language, or uploading images of everyday items (such as a menu or storefront).

This is Uber expanding its data-labeling and AI-training business, and they are positioning it as a "new way to earn" for drivers. But another way to think about this move is that it's a way for Uber to start to repurpose its workforce in preparation for a world where human drivers are far less essential to the business. That feels like the case to me.

On a related note, Waymo also announced last week that it will start operating its autonomous ride-hailing service in London, beginning in 2026. This is another first for the company: the first commercial operation outside of the US. Though they are also driving vehicles around Tokyo in preparation for eventually launching there.

Things continue to happen. As a casual observer of this market, Waymo feels like it is out front, which often makes me wonder about Tesla's sky-high valuation. Does the market really believe their Robotaxis have more potential?

In theory, this could be true. Their decentralized model — where individuals own the vehicles and plug them into their ride-hailing network — could allow them to scale quickly. But this is less proven — they're still in the pilot/validation phase. They also seem to chronically overpromise.

Regardless, I would really like to see Waymo launch in Toronto in the near future. As I understand it, regulatory barriers are the problem. I hope whoever is in charge is working on fixing this.

About a year ago, I wrote this post saying that autonomous vehicles were already safer than human-driven ones. This claim was based on safety data from Waymo and about 22 million rider-only miles. (Rider-only means no human driver.) A year later, Waymo now has over 96 million rider-only miles across Los Angeles, San Francisco, Phoenix, and Austin (through to June 2025) — and their safety record is only becoming more compelling.

Here's an updated data set and a chart showing any-injury-reported crashes (average benchmark vs. Waymo):

Waymo has just been granted approval to test its autonomous vehicles in New York City. The permit allows up to eight of the company's Jaguar SUVs to circulate in Manhattan and downtown Brooklyn. And according to the company, the plan is to start "immediately." This first approval only runs until the end of September, after which it will need to be extended — but I'm guessing that shouldn't be too difficult to obtain.

What's noteworthy about this announcement is that (1) New York City is a big and complex place and (2) it's the first city for Waymo that receives snow. The company currently operates in San Francisco, Austin, Phoenix, and Los Angeles.

That said, the company has been doing cold weather testing since, I think, 2012. And in 2016, they opened a 53,000-square-foot self-driving center in Michigan for this purpose. They've also run tests in Truckee, California, Upstate New York, and the Detroit area. So presumably its sensors are ready to melt snow and ice. But it's looking like the true test will be on the streets of New York.

Last week, Uber announced something called "digital tasks." These are simple, quick tasks that drivers can do when they are not driving — things like recording a voice note in a person's mother tongue, submitting a document in a different language, or uploading images of everyday items (such as a menu or storefront).

This is Uber expanding its data-labeling and AI-training business, and they are positioning it as a "new way to earn" for drivers. But another way to think about this move is that it's a way for Uber to start to repurpose its workforce in preparation for a world where human drivers are far less essential to the business. That feels like the case to me.

On a related note, Waymo also announced last week that it will start operating its autonomous ride-hailing service in London, beginning in 2026. This is another first for the company: the first commercial operation outside of the US. Though they are also driving vehicles around Tokyo in preparation for eventually launching there.

Things continue to happen. As a casual observer of this market, Waymo feels like it is out front, which often makes me wonder about Tesla's sky-high valuation. Does the market really believe their Robotaxis have more potential?

In theory, this could be true. Their decentralized model — where individuals own the vehicles and plug them into their ride-hailing network — could allow them to scale quickly. But this is less proven — they're still in the pilot/validation phase. They also seem to chronically overpromise.

Regardless, I would really like to see Waymo launch in Toronto in the near future. As I understand it, regulatory barriers are the problem. I hope whoever is in charge is working on fixing this.

About a year ago, I wrote this post saying that autonomous vehicles were already safer than human-driven ones. This claim was based on safety data from Waymo and about 22 million rider-only miles. (Rider-only means no human driver.) A year later, Waymo now has over 96 million rider-only miles across Los Angeles, San Francisco, Phoenix, and Austin (through to June 2025) — and their safety record is only becoming more compelling.

Here's an updated data set and a chart showing any-injury-reported crashes (average benchmark vs. Waymo):

Waymo has just been granted approval to test its autonomous vehicles in New York City. The permit allows up to eight of the company's Jaguar SUVs to circulate in Manhattan and downtown Brooklyn. And according to the company, the plan is to start "immediately." This first approval only runs until the end of September, after which it will need to be extended — but I'm guessing that shouldn't be too difficult to obtain.

What's noteworthy about this announcement is that (1) New York City is a big and complex place and (2) it's the first city for Waymo that receives snow. The company currently operates in San Francisco, Austin, Phoenix, and Los Angeles.

That said, the company has been doing cold weather testing since, I think, 2012. And in 2016, they opened a 53,000-square-foot self-driving center in Michigan for this purpose. They've also run tests in Truckee, California, Upstate New York, and the Detroit area. So presumably its sensors are ready to melt snow and ice. But it's looking like the true test will be on the streets of New York.