Tag: Self-Enhancement Distortion

Sep 21
LLM-as-a-Judge Calibration: Eliminating Position Bias, Length Bias, and Self-Enhancement Distortion

In the rapid industrialization of autonomous agent swarms, human-in-the-loop evaluation has become an impossible operational bottleneck. An enterprise deploying autonomous digital coworkers to triage millions of customer support tickets, refactor legacy microservices, or execute real-time cybersecurity incident response cannot rely on human engineers to manually score every execution trace. To achieve continuous integration and deployment […]