Confirmation bias is especially deadly because we cannot prove anything with confirming examples; induction will fail us. The proposition that all swans are white is not confirmed by seeing another white swan. Examples can never prove us correct, only wrong. While we ignore the one black swan out of the 1,000 we see, that one swan proves that our proposition was incorrect. We never confirm, only disprove.
Confirmation Bias
John's Blog 