Learning systems often exploit the easiest available predictive regularity.
What is a shortcut?
A shortcut is a predictive strategy that succeeds on the observed task without capturing the intended underlying mechanism.
Why shortcuts emerge
Optimization rewards successful prediction, not semantic agreement with the designer.
Recurring lesson
If several solutions achieve the objective, optimization may select one we did not expect.