Our columnist explores why many “experts” base their conclusions on a singular experience—and shouldn’t.

I met someone at a party the other day, and he asked me about a problem that his horse had. Before I could respond, the partygoer standing next to me (drink in hand) jumped in and told the person what the diagnosis was, what he needed to do and what the horse’s problem was going to be in recovery.