Mode-agile emitters now bypass static threat databases by shifting frequencies and modulation in real time. To counter this, IEEE Spectrum highlights the use of deep neural networks and genetic algorithms for autonomous signal classification. These cognitive architectures allow radar systems to adapt to unknown threats instantly. This shift renders legacy library-based defense systems obsolete.