Not only that, every optimization gain makes it more attractive and creates even more demand, ie. effective energy usage will not decrease or stay the same - it will increase.
It's like with electric cars - if you make them more efficient, it doesn't mean less electricity will be used but more as it'll become more attractive, more people will switch to electric cars.