COVID learning loss has sparked fierce debate among stakeholders in education. There are debates concerned educators about ways to understand reports, methods measure loss, and strategies recover from loss. In this article, we unpack opposing perspectives on these three controversies with the goal of extracting useful recommendations guide post-pandemic education revival. Drawing structural ine...