that's not "all it does". machine learning can and does produce or newly-define novel outputs from the broken down components and variables of collected inputs and can help recognize novel patterns within them. there's not even one "it" because of the different machine learning methods and constructs.

That doesn't mean any of it is the solution to climate change. We already know the things causing climate change and how to stop it, and have known since like the early 80s at least. There's no "new pattern we can't find in complex data." It's the same pattern we've been hearing about for decades. I don't understand what even a real hypothetical superintelligent general ai system would solve here. *powers on* "uhhh... yeah degrow production of these pointless commodities with their hyper-globalized network of staged production and distribution, abolish cars and lawns, and scale back militaries especially the US military by gargantuan proportions and uhhh... abolish the capitalist system which undergirded all of this. you're welcome"