Fast Fourier Transform (FFT)

having magic dust that can speed up the whole process, like using a time machine to go back in time and solve everything really quickly

Technical definition

an algorithm for efficiently computing discrete Fourier transforms, which enables rapid conversion between spatial and frequency domains.