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):

What immediately stands out is that Waymo has virtually eliminated the most common and deadly type of crash: vehicle-to-vehicle crashes within intersections. Compared to the benchmark, they are down 96%. They've also reduced single-vehicle crashes by 96%, pedestrian crashes by 92%, motorcycle crashes by 89%, and cyclist crashes by 78%. These are all remarkable figures and evidence that we are solving one of society's greatest safety problems.

It also tells me that, as humans, our driving days are numbered. Pretty soon nobody will want us behind the wheel of a car. It will be viewed as too dangerous. And that's fine by me.

Yesterday morning, we did a day trip to Monaco. The main thing I wanted to see was Le Renzo (which is a project I have written about before). Designed by Renzo Piano Building Workshop, it is among the most expensive residential buildings in the world. Condominiums have reportedly sold for as high as €120,000 per square meter (or about €11,148 per square foot).

Before the trip, I emailed the district's PR contact to see if we could get a tour inside. Unfortunately, it's August in Europe, and they told me that nobody from the development team would be around to take us through. So we ended up just walking the perimeter. Here is a photo of the project's north elevation, facing inland.

Here's the south side facing the sea:

And here's a photo of its western edge, including the building's outdoor pool amenity:

The -1 level is boat slips and retail, some of which are still in the process of opening. The fact that they placed the retail where they did stood out to me, because it feels akin to second-floor retail — meaning, it only works in certain places and under certain conditions. Maybe this is one of them.

The ground plane — or at least the level that connects inland — is visually open on all sides, except for the elevator cores and exit stairs coming down from the buildings. This gives you a clear view of the Mediterranean as you approach the district and makes the entire area feel publicly accessible. It's also meant to evoke the image of ships sitting in a dry dock.

We didn't stay in Monaco very long, but this project was the highlight for me. I would have really loved the opportunity to tour inside and get closer to its details.

Leaving Monaco requires some maneuvering if you didn't drive or take the train (which we didn't). Uber is banned within the principality. You can get dropped off in an Uber, but you can't request a car once you're there. This is what you'll see if you open up the app and try:

We were also told that they're very strict about this. If, for example, you get dropped off in an Uber and then try to go off-app for your return, the Uber driver runs the risk of a heavy fine and having their car confiscated for a week. So many drivers don't want to do this unless you're willing to compensate them for the risk.

What you instead need to do is walk to the Monaco-France border, which usually isn't far given the country has a total land area of around 2 square kilometers. As soon as the GPS on your phone signals that you're in France rather than Monaco, cars reappear in the app. And from my experience, the geofencing is accurate within a few meters. It was pretty neat.

In the future, I think a better option might be to road bike over. I saw a number of people doing that yesterday and, boy, it looked like fun.