Musk's argument was refuted by his own Data Scientists.

They admitted their own models are far from perfect and will likely never be. The concerning one in particular was the "is this a large object" model which initially failed to identity objects such as car-carrying trucks, cranes etc.

With Lidar you can certain at least that it will identity an obstacle.