LLM-as-a-Judge in Production: Bias, Calibration, and Reliable Automated Evaluation (2026)
LLM-as-a-Judge in production: cancel positional, verbosity, and self-preference bias, calibrate against Cohen's kappa with 200+ human labels, and wire reliable automated evaluation into your CI pipeline without breaking the budget.