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by bhupy
1872 days ago
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The way I like to think about it, Elon Musk over over over over promises, and "just" over delivers. Most CEOs could never dream of producing the kinds of real results that Elon Musk has, but also most CEOs aren't as comically obnoxious as he is. |
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Deep learning is great for a few narrow cases but there is no path to general human-like intelligence required for a complex human-like activity like self-driving which has an infinitely long tail of edge cases you can't train for with these large and "dumb" ML models equivalent to curve fitting.
The mistake of Tesla is betting on covering more and more of these edge cases incrementally but what's needed is qualitative change rather than incremental improvement.
By qualitative change I mean actual model of human-like intelligence, including reasoning and "common sense", which is a prerequisite for self-driving. The solution to this problem requires more than the sum of its parts.
It's kind of like planning to build an airplane before figuring out Newton' basic laws of physics.