Usually, electric components with unpredictable timing or behaviour are used to generate randomness. Sometimes they intentionally use noisy or unshielded components to use the noise for randomness.

For some physical phenomena that can be exploited for getting entropy from a chip or other hardware, have a look at http://en.wikipedia.org/wiki/Hardware_random_number_generato...