Usage paying for AI is 1000x crazier because you're not even getting a guarantee in the thing you pay for in the end. You have to keep feeding it prompts and hope it gives you the solution you want. You may end up with no expected result yet you are paying for it. At least with texting, you got what you paid for.
I wonder how long it'll be before all AI costs are flat unlimited monthly fees or even free across the board, without compromise.
I don't mind a PAYG model for a simple chat interface. But when it comes to actually producing things, you burn through TONS of tokens creating the wrong output.
That's already the case if you can self-host an LLM; you don't even need a mythical H200: gamer-grade GeForce cards can get you a long way there (if this page is to be believed: https://www.runpod.io/gpu-compare/rtx-5090-vs-h200 )
...after RAM prices return to normalcy, of course - and then wait another 2 or 3 generations of GPU development for a 96GB HBM card to hit the streets - and also assuming SotA or cloud-only LLMs don't experience lifestyle-inflation, but I assume they must, because OpenAI/Anthropic/Etc's business-model depends on people paying them to access them, so it's in their interests to make it as difficult as possible to run them locally.
Give it 5 years from now and reassess.