The required size of a transformer decreases with the increase of the frequency it is used with.
A straight-to-wall 50/60hz transformer is a big frickin chunk of metal.
A computer PSU or phone charger first converts the wall voltage to DC then uses a transistor bridge to turn it into 10,000-1,000,000+ Hz AC (sort of – this subject is complex). The transformer can be quite small and light then. It converts back to DC on the other end.
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