Designers, journalists, and data scientists are taught mantras such as 'a picture is worth a thousand words', 'show, don't tell', 'a graphic should simplify information', or 'charts are intuitive and straightforward'. This talk explains why all these mantras are dangerously misleading if taken at face value.