New TRAPPIST-1 observations with JWST underscore the complexities of confirming a planet's atmosphere using only broadband thermal emission data. This insight takes on added significance with the newly approved "Rocky Worlds" observation program by Space Telescope Science Institute (STScI) which plans to apply this very method to study numerous rocky exoplanets orbiting cool stars.