"make the chip up to 40 percent more power efficient"
Great. Guess what ? Battery life will probably not improve because, as usual in the CPU arena, whatever power gains are made are gobbled up by new, power-hungry bits and bobs - here, it's AI.
So you'll be charging your phone every day, as usual.