Whether one believes biological evolution or not, one can always download a program for testing generic programming algorithms and see programs evolve with one's own eyes. Evolution definitely is intelligence borne of pure randomness. You could make some code evolve to list out values for parabolas, for example. Check this video out, someone used evolution to produce an AI playing tetris: https://www.youtube.com/watch?v=_nklY5lFZAY