This study evaluated use of an AI-enabled item-generation tool for Reading item development for the National Assessment of Educational Progress (NAEP). Results were strongest when items targeted textually explicit information and weakest when passage and construct complexity increased. The tool showed potential for early-stage drafting rather than autonomous item development.