Identifying and Mitigating Systemic Measurement Bias in Production LLM Inference Benchmarks

Ashok Chandrasekar, Jason Kramberger

As Large Language Models (LLMs) transition from research environments to production deployments, evaluating their performance against strict Service Level Objectives (SLOs) has bec…