Energy savings and performance are not keeping up with the Law of Accelerating Returns. This could be a big problem for developing the ever-more-powerful computers needed for developing AI. However, low-voltage computing, while still having reliability issues, could reduce energy consumption by 10 to 100 times:
http://www.physorg.com/news185621560.html
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