The ultraviolet catastrophe refers to the classical physics prediction that an ideal black body at thermal equilibrium will emit radiation with infinite power at ultraviolet frequencies, which contradicts experimental observations. This problem was resolved by Max Planck's introduction of quantized energy levels, leading to the development of quantum mechanics.