Mode-agile emitters now bypass static threat databases by shifting frequencies and modulation in real time. IEEE Spectrum reports that neural networks and genetic algorithms allow radar systems to autonomously classify these signals. This shift replaces rigid libraries with adaptive countermeasures. Practitioners must now prioritize cognitive architectures over traditional signal databases.