I'm interested what if my site already is 'amp' - do I really need to have a duplicate page? And add even more markup? I don't understand amp, Google already

I'm interested what if my site already is 'amp' - do I really need to have a duplicate page? And add even more markup? I don't understand amp, Google already has loading time as signal, just increase it even more.