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You are providing the energy by emitting the counter signal in the first place.

That's an interesting question: what to do with the energy, ideally? Maybe convert it to very low frequency, so it only annoys elephants.

Perfectly? Surely that is not reasonable?

Even imperfectly, the problem remains - and is answered by the "the energy of the cancellation source counterbalances the noise energy."