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Av Two Point O Technology - Can It Learn to Drive in Multiple Cities?
In the last couple of months, we've gone out to six different u.k. Cities and have shown that we can drive in these new cities despite having never been there before. This is fantastic, right? Because this even surprised me. I thought we'd have to go to these cities and get a little bit of local training data to adapt to those new distributions. But it turns out that the neural networks th a we train are intelligent enough to generalize from london data to these different types of cities. And talking about long, continuous, uninterrupted episodes of autonomy, you know, we could see it drive for ten minutes doing amazing, amazingly complex scenarios without any training data actually from