this post was submitted on 02 Nov 2024
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I don't believe that you can use traditional algorithms to teach the car street driving, because there are to many different variations of intersections, traffic signs, special conditions like accidents, heavy Rain or fog, road closures or construction sites to get it right every time. Even if your autopilot is 99% correct and you drive 20000km a year, you still drive wrong 200km of it.
This doesn't mean that AI will be better, because then you don't even have a source code to track down where it went wrong to correct it in future updates.
Exactly!
And this is why, if the problem is solveable, it must be solved by learning models shepherded by expert engineers. The LLMs can take care of the long boring stretches, freeing skilled engineer time to fine-tune an LLM algorithm hybrid for the tricky bits.
I'm inclined to believe the problem is solveable, but since I'm not selling anything, I'm allowed to say "if". Heh.