This lecture explores the concept of quantum uncertainty in measurements and probabilities, focusing on scenarios where classical physics predictions differ from quantum physics. It covers topics such as the uncertainty principle, wave functions, potential wells, and tunneling effects. The instructor presents examples involving particle momentum, position measurements, and probability calculations, highlighting the differences between classical and quantum predictions. Through various scenarios, students learn how quantum mechanics challenges classical notions of certainty and predictability.