"Least surprise" redirects here. For the principle of least surprise in the Bayesian brain hypothesis, see free energy principle and Bayesian approaches to brain function. In user interface design and software design,[1] the principle of least astonishment (POLA), also known as principle of least surprise,[a] proposes that a component of a system should behave in a way that most users will expect