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by whereismypwd 3036 days ago
I think the better argument is that most "breakthroughs" are exponentially hard, or we wouldn't consider them breakthroughs!
1 comments

'Exponential' means something more specific than 'big' or 'largest in class'.
Exponential is probably the easiest way to say "a search without usable gradients in a high-dimensional problem space."
'Breakthrough' means something less specific than 'a solution to a problem having a search without usable gradients in a high-dimensional problem space.' This is rather beside the point, however, as the the claim that kicked off this thread (most problems are exponentially hard) is about the difficulty of problem-solving in general, not the subset of problems that are pretty much hard by definition, in that their solution was/would be a breakthrough.