I hope you're right. Is this true also if we were to replace all current nuclear and fossil energy?

There is also the effect (the name of which I currently can't remember) that consumption increases when people think it does no harm. Like when LED lights were introduced, energy usage allegedly actually increased. Because people were using LED lights for all kinds of things that were NOT using incandescent lights before, as the energy used was thought to be negligible.