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Two main catalysts:
Seeing how dumb 99% of products are.
Seeing how dumb 99% of users are.
Call my naive, but I truly did not see it coming. I didn't expect cognitive surrender. I didn't expect the whole world to start continvoucly morging. I didn't expect lawyers to submit fake case citations, again and again and again.
I didn't expect society as a whole to just shrug their shoulders and decide that accuracy doesn't matter.
I also didn't expect how much or how rapidly the bubble would inflate. GPU prices were already crazy, but now RAM and even SSD prices have roughly doubled in the past year, with no end in sight, with all production toward data centers. This is a disaster. We're seeing higher prices for downgraded machines, like Microsoft's 8GB Surface.
Seeing as we're all on Lemmy, I hope that I will not need to belabor the point that centralization is bad. The shift toward data centers and away from personal devices is a shift toward centralization. It's a shift toward greater censorship and away from freedom.
It's not coincidence that this is happening at the same time as fascism is rising all around the world, that online ID laws are passing all over the world, that privacy-protecting technology like VPNs and end-to-end encryption are under greater and greater attack, and that knowledge repositories like The Internet Archive and Wikipedia are under attack. The shift is toward governmental control of the Internet, of access to knowledge in general.
Now the US government gets the final say on who will have access to ChatGPT 5.6. Surprise, surprise.
I'm not anti-AI or anti-LLM per se. I am anti-corruption and anti-bullshit. I am pro-consumer, pro-privacy, pro-individuality. In practice, that means I am anti-AI. Or more generally (but less strongly), I am anti-cloud.
As for what I would do: well the real solutions are the same as the solutions to most of modern society's problems. We need extensive economic reform. But barring that, we need to do whatever we can to shift the balance back toward personal, private computation. We don't need more datacenters. We don't need trillion-parameter models at all. The only thing they are good at is basic stuff you don't need them for (unless you're an idiot), and generating well-masked bullshit.
Edit: Oh, and I would also hold all the corporations accountable for their obviously-illegal behavior, like pirating all the copyrighted material in the world. We definitely need more transparency in terms of training data.