Excellent article about a specific kind of innumeracy.
I have an example to add that confounds most people.
100% probability differs from certainty.
100% probability remains a probability, and if it is a probability then by definition differs from certainty.
Wrapping one’s head around 100% probability differing from certainty still causes me headaches.