How do we know what we think we know? The answer is evidence, but evidence is no simple thing. What counts as evidence in a scientific context or private dispute may not stand up in court. Frederick Schauer combines perspectives from law, statistics, psychology, and philosophy to assess the nature of evidence in the era of “fake news.”