I think the first _and_only_ day many people learn about open and closed sets is when they learn about the specific example of open and closed intervals in ℝ. That happens early in high school.

The misconception is about not knowing that the generalization to arbitrary sets has some unexpected properties.

(Half-open intervals are neither open nor closed, by the way)