Maybe so, but we already have an example of a generally intelligent system that outperforms our current AI models in its cognitive capabilities while using orders of magnitude less power and memory: the human brain. That alone suggests our current brute‑force approach probably won’t be the path a true AGI takes. It’s entirely conceivable that such a system improves through optimization - getting better while using less power, at least in the beginning.