Very much this - we are firmly at the centralised stage - when I have truly local AI running on my devices, my cost will be the energy they use - if I use open source models. I follow a guy on instagram who is doing this today, with old mobile phones and Raspberry Pi - for now I'll stick to my free Perplexity account, but looking forward to being self-sufficient one day.