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AI Hardware and Energy demand is too much for broad adoption

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Re: AI Hardware and Energy demand is too much for broad adoption

#3

Those working in AI, are there any hardware breakthroughs coming for inference?

I heard about Hardware embedded code. But not sure how high the efficiency gains are. So if someone has more info. And also in Memory Computation.