I get so confused on this. I play around, test, and mess with LLMs all the time and they are miraculous. Just amazing, doing things we dreamed about for decades. I mean, I can ask for obscure things with subtle nuance where I misspell words and mess up my question and it figures it out. It talks to me like a person. It generates really cool images. It helps me write code. And just tons of other stuff that astounds me…
It reminds me a lot of when I first started playing No Man's Sky (the video game). Billions of galaxies! Exotic, one of a kind life forms on every planet! Endless possibilities! I poured hundreds of hours into the game! But, despite all the variety and possibilities, the patterns emerge, and every 'new' planet just feels like a first-person fractal viewer. Pretty, sometimes kinda nifty, but eventually very boring and repetitive. The illusion wore off, and I couldn't really enjoy it anymore.
I have played with a LOT of models over the years. They can be neat, interesting, and kinda cool at times, but the patterns of output and mistakes shatters the illusion that I'm talking to anything but a rather expensive auto-complete.