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by alsodumb 1324 days ago
Definitely agree with your second point! In theory, the reaction time and complete environment awareness should itself make an autonomous system way safer than human drivers.

In some way, I am against the philosophy of using HD maps + LIDAR data for highly accurate localization which most companies seem to be using these days. I believe that this approach is inherently brittle and is an 'easy way out' to the hard localization problem. I think more resources should be put into developing more natural, no HD map dependency techniques.

PS: It is my understanding that most of the major players were using HD maps, not sure if it is still true.