What machine-learning telemetry models do merchant fraud prevention tools apply when evaluating behavioral biometrics, device fingerprints, and payment velocity in real time? Furthermore, why is automating frictionless risk scoring the single most effective way to block synthetic chargebacks without rejecting legitimate consumer revenue?