this post was submitted on 13 Mar 2026
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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?