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 classification to counter these threats. This shift replaces rigid libraries with adaptive architectures. Practitioners must now prioritize dynamic learning over traditional database matching for radar defense.