Tesla FSD neural net is being trained to drive like a human. Good human driving training is learning to drive like a rule-based automaton.
In recent weeks, there have been a number of articles about the lack of progress in Tesla Full Self-Driving . Those stories have been from the Beta test drivers’ point of view. This article is from a system architect’s and system integrator’s point of view.
It seems from the outside that progress has stalled as it did a few times before. Elon Musk has described those instances as reaching a “local maximum.” It is a nice way of saying that it is the best that can be done with the technology used. The solution each time was better, newer technology. Rules are to be broken, in the view of many drivers. And they are right. But there are rules for breaking the rules safely.
I think the basic mistake Tesla has made is trying to train the FSD system how to drive great based on examples of how to drive badly. American drivers are among the worst in the developed world.
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