Evaluation, Monitoring, and Model Degradation in Production AI Systems

Last post covered the implementation layer — how speech-to-text, audio emotion, and facial analysis actually run in real-time systems. This one covers what happens after deployment. How you evaluate, monitor, and catch degradation before your users d...