There's no information theoretic constraint we know of that prevents this. You will almost surely win a Turing award if you can prove this.

It's almost a given that whatever is frontier intelligence today will run on a potato in a few years.

Kinda silly to follow your “prove it” challenge with an absurd claim you most certainly cannot prove, much less support with evidence.

	▲	fooker 44 minutes ago \| parent \| next [-]
		It was not a "prove it" challenge. I'm pointing out that there's no known information theoretic constraint about the impossibility of frontier AI models being improved to fit/run on a small GPU. Please do not make up plausible sounding science facts.
	▲	amazingamazing 44 minutes ago \| parent \| prev [-]
		I will not claim a 5070, but there is already evidence in nature that you can get very good general intelligence with an order of magnitude less wattage. There are constraints of course- training takes way longer.