Live facial recognition (LFR) is a technology that allows police to scan faces in real time and compare them to watchlists of suspects. Since its introduction in the UK, it has sparked debate about privacy, accuracy, and bias. Police forces say it helps catch criminals faster, but critics worry about civil liberties and racial bias.