Past exam of the mathematics course of the University of Cambridge / 2024 / ii / Paper 3 / 28L / b / Solution

The $\pi$-Bayes risk isConditioning on the observation and applying Tonelli givesThus choosing, for every observed $x$, an action minimizing the posterior expected loss minimizes each integrand and hence minimizes the Bayes risk.