One interesting thing to me is that today we are able to collect way more data around driving than before. Since 2004, almost all of us have an incredible video

One interesting thing to me is that today we are able to collect way more data around driving than before. Since 2004, almost all of us have an incredible video camera in our pockets capable of recording our driving and the road conditions. We also almost all use highly detailed maps that we correct and add to (waze)! Finally, we have companies that care deeply about technology and data (Uber, Tesla) with fleets of cars on the road. These advancements mean we can improve on such software faster than before.