As we know, as frequencies becomes higher, bandwidth becomes higher.And, according to channel capacity theorem, channel capacity increases with higher bandwidth.

Also, energy is directly proportional to frequency(E=hf). So, if frequency increases, signals possesses higher energy and can travel far.

Which one of them would be more relevant to prove our need of higher frequency? Why not the other one?