Automated Bias Detection Pipelines: Implementing Real-Time Fairness Monitoring in Production LLMs
As Large Language Models (LLMs) transition from experimental sandbox environments to critical production systems, the emphasis on model performance must expand to include ethical reliability. Latency and accuracy are no longer the only metrics that matter; fairness and the absence of harmful ster...