Certainly, I'm happy to share more how these market launches work. To be clear, this is still early days, but I'm very pleased with our progress so far. Every city really has its own quirks and its own unique operational challenges, but we have a high-level playbook that we try to execute with discipline, while also being adaptable and flexible. A really good example actually is, in January, when we launched Miami which was ahead of schedule. We were able to decide to launch Miami and have our first operating area launched within three and a half weeks, so less than a month. And this is because when we realized there's nothing on our way, we were able to really quickly execute the playbook that I mentioned. This is usually in three phases. The first is when we put an initial deployment, a small number of robots in a high-density area with a skilled local team. And then we use that to train a strong team in place, engaging with local stakeholders, finding the optimal locations for depots. And once we do all that, we really get our [inaudible 0:17:36] under us. We get to the second phase, which is deepening our reach in the market. This includes increasing the fleet size, onboarding high-volume merchants, expanding to new neighborhoods. And again, Miami was a good example where, within a few weeks, we increased our delivery volume 2.5 times. In the final phase is where we grow to maturity. This is where we really are focusing on operational efficiencies, integrating into the city ecosystem, working on the demand, and onboarding more merchants, improving unit economics. This is where ultimately we spend a fair bit of time, like in Los Angeles, where we are more well-established. We have effective SOPs. We are optimizing the platform at the same time as expanding to new neighborhoods and new areas in the city. And then, one last thing I should mention, too, is a big part of all this is really public acceptance. This is really critical. When you bring a new technology to a new area, you want to make sure that folks understand why you're there, what you're doing, and want you to be there. So when we go to new markets, we actually spend real effort connecting with folks locally. In Dallas, for example, we participated in local school science fair. In LA, we engaged with communities like seniors or people with accessibility needs, so that we can help inform them about what we're trying to do and make sure that they're comfortable. with the robot.