The best way to reduce driving fatalities is probably to reduce the amount of driving that people do. Excellent public transit, denser cities, better pedestrian / bike infrastructure, mixed-use zoning, etc.

Per highway mile, now, I am not sure if overall is better or worse. But it seems to be a discrepancy to Waymo measurement.

Also not sure if Waymo data includes pedestrian deaths? (NSC seems not to)