Popper uses examples of swans - observed a large number of swans, all which were white, can make the generalisation "all swans are white", will be relatively easy to make further observations that seem to verify this, but however many swans we observe, we cannot prove all swans are white, a single observation of a black swan will destroy the theory - can never prove a theory is true simply by producing more observations that 'verify' it