I wonder if we will soon be able to apply these techniques to general compiler optimizations, would love to see which crazy optimizations we are leaving on the table there.
I work quite close to these topics and the computational complexity of compiler optimization is harder than sorting algorithms. And while I’ve seen ML develop heuristics for combinatorial logic, pushdown automata and Turning machines are still too complex. Though we’re approaching pushdown automata already. I think ML driven compiler optimizations are at least 10 years away. Likely more.
Ah you beat me to it, this is really cool news :D
Hopefully they can apply AI to the other challenging problems in programming like cache invalidation and naming things! 😆
ChatGPT is actually decently good at naming decompiled variables… cache invalidation… Is very hard
Programming
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