The Workshop on Higher-Order Asymptotics and Post-Selection Inference (WHOA-PSI) seeks to showcase the exciting new ideas coming out of the post-selection inference framework and investigate how tools from higher-order asymptotics can both elucidate important properties of post-selection inference procedures, as well as suggest new directions which may ultimately yield more accurate small-sample performance.