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If it were only a matter of processing power, we’d already be able to demonstrate much more capable AIs. More computing power in more places will facilitate further development, but it’s the “further development” that’s key.
Personally, I’m looking for Moore’s Law to make home AIs more responsive and more similar to today’s cloud-based AIs.