Serve Robotics Inc.

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Thanks so much. You talked about the cadence of delivery times and speed of delivery being a key lever for you guys. Can you talk a little bit about the cadence of improvement in the economy and how much is coming from scheduling? and how you see that evolve over the course of the balance of the year.

Yes. Thanks for the question, Colin. This is Ali. We are improving a number of pieces, a lot of investments going into things like autonomy, which is a big factor because robots move faster when they are using their kind of capabilities and sensors to perceive the world than any other mode. The autonomy and speed basically go hand in hand. So as the robots become more capable, they can move more quickly. And that's one of the biggest areas of investment that we've continued to make from early days, but especially now.