If its always on then yep thats why your ac wont turn on. You could have a defective unit. Have you checked to see if the button isnt just stuck?
My auto button was stuck once and it made the display all weird and i thought everything was broken. I just looked a bit more and noticed is was stuck in like a half way position. I just free'd the button and its back to normal.