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Making AI units less power-hungry won't help. Less power-hungry GPUs led to higher clocking and even more power being turned into heat. Same is happening with less power-hungry AI units. In the end, each progress will result in even higher power consumption per unit although every AI operation in the unit will need less power.
...we yet realize that America's leadership and prestige depend, not merely upon our unmatched material progress, riches and military strength, but on how we use our power in the interests of world peace and human betterment.
-Dwight D. Eisenhower
-Dwight D. Eisenhower
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