I'm generally dubious about having machine learning do everything (you put shit in and shit's what you'll get out) but one place where that could be really useful is a compiler/code-optimiser that just attempts to produce a faster but otherwise identical version of the input code

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would be cool to just write whatever works and have a computer figure out the computer part, you know?

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