What do scientists mean when they call the laws and regularities of nature ‘beautiful’? On the largest supra-cosmic scales, and on the smallest sub-atomic scales, why do scientists use ‘beauty’ as a touchstone to assess their theories? Is such ‘beauty’ in the eye of the beholder?