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I honestly can't see it. The king has no moves without check and the pawn has two moves... white needs four for checkmate. But obviously I'm missing something fundamental.

Yeah, White doesn't seem to have time, because of the stalemate threat, but with a bit of imagination, White can get around that.

Seems like someone hit on the hidden idea. Check it out!