G.I. Joe fallacy is the mistaken idea that “knowing is half the battle”. However, Merely knowing something is not enough to put into practice. For example, you can’t teach yourself to unsee optical illusions even if you learned them.
The name of the fallacy comes from the cartoon G.I. Joe.