Mirror RNA polymerase creation in 2022 highlights a gap in AI safety filters. Current models often rely on official CBRN categories, leaving them blind to emerging risks like mirror life. This research suggests safety systems fail when threats precede legal classification. Practitioners must develop detection methods that transcend static institutional lists to prevent harmful uplift.