Mode-agile emitters now bypass static threat databases by shifting frequencies and modulation in real time. IEEE Spectrum highlights how neural networks and genetic algorithms enable autonomous signal de-interleaving. These cognitive architectures replace rigid libraries with adaptive responses. This shift forces a transition from manual database updates to autonomous electronic warfare.