In both machine learning and biological study, the quality of your validation determines the reliability of your conclusions. A biased split leads to an illusion of mastery.

Try this: When reviewing a complex biological system, separate your known facts from your hypotheses; test your understanding against new, unsolved problems to verify genuine comprehension.