I have played around with a bunch of tools at a self hosted level. The big thing I found puts inherent brakes on the process is the technical capability to actual use them, when I played around with ESRGAN to upscale images I was limited in application by time and equipment, I achieved better results than I could have on my own, markedly worse results than if I had the technical ability and equipment to just reshoot the images with better resolution.
I tried some photogrammetry, similar outcomes. I could have done better by being better with Blender. NERFs as well.
What we have is people yelling “Monorail! Monorail!” And using free credits or buying them.
The industry is already losing obscene amounts of money and the actual use cost is still entirely obscured from the general public. Once enough of the world is hooked on using LLMs for everything we are going to see the true costs emerge, then it will be another iteration of the haves and the have nots, society as a whole cannot afford to make LLM usage profitable, where does that get us?


That’s going to be a hard one to provide definitive answers on. Anecdotally though I saw it with my younger brothers, I saw it with my kids, I have seen it with my friends kids. I am convinced enough, but I will be swayed if someone with the right research and peer reviewed science can make a compelling case. If I had all that I would be presenting my thesis as a best selling book on behavioural psychology, finding a university that would offer me tenure and relaxing into a cushy life of academic celebrity, not posting on Lemmy.