With the recent breakthrough in ternary weight models it'll be interesting to see how needed this kind of bruteforce power will be.
I didn't assert anything here, I merely pondered. However, lets pretend that I did say that we shouldn't need heavy GPUs anymore. I don't think that's an entirely bad take because it would be fantastic if we could run larger models with more parameters on lower spec hardware. Especially phones that aren't flagship models.
I also of course didn't necessarily want to imply whether it's actually a good idea to have a 1000W hogging monster card, vs e.g. putting more memory on consumer cards