Enlightenment Now: The Case for Reason, Science, Humanism, and Progress

by Steven Pinker

The fallacy (putting aside the apocryphal history) is a failure to recognize that what science allows is an increasing confidence in a hypothesis as the evidence accumulates, not a claim to infallibility on the first try.