Presumably that's not a conversation halter; you can immediately make the case that their statement is false now (maybe after a break to gather some facts). I guess I'd be likely to end the discussion if someone said something ridiculous about the present state of scientific fact (e.g. "the jury is still out on evolution - we need to wait for more evidence"), and it was a central point.