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Your Production ML Model Just Went Rogue (And You Didn’t Even Notice)
Your fraud detection model is running in production. It was 95% accurate in testing. You deployed it six months ago. Everything seems fine. Then finance runs the numbers: fraud losses increased 40% this quarter. You investigate. The model is still running. Still making predictions. Still scoring transactions. But somewhere along the way, it stopped working.…