Design a real-time fraud detection system for a payment platform. How do you balance accuracy, latency, and the cost of false positives versus false negatives?

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Real-time fraud detection presents unique ML system design challenges: decisions must be made in milliseconds, false negatives cost money through fraud losses, false positives cost money through declined legitimate transactions and customer friction, and adversaries actively…