Machine learning in general is pretty awesome. It solves many problems behind the scenes, but even that side is overhyped.

We hoped it would solve hard problems, but it can’t. It solves boring problems. We hoped you could implement it easily, but it isn’t that straightforward either.

Generative AI for text, audio, images, and video is here, but the same problems persist. It doesn’t solve hard problems, no matter how hard we want it to. Also, implementation is harder than expected.

Then there’s the misuse of LLMs. Oh boy what a dumpster fire.