How to Deploy and Scale AI Systems in Public Environments

The ability to reason jointly over all of these sensor modalities is probably what allows us to be able to operate robustly and safely in these efforts weather conditions as well, right? You know, whether that is reasoning of using radar more and some of these rain, fog and snow conditions, or taking advantage of long way if I are. But doing that jointly over the entire sensor space across the different sensor modality is probably what is going to be critical to unlock these weather conditions and for commercial operations.