Anchoring Bias in LLM-as-a-Judge Systems: Prior Scores Compromise Evaluation Independence

Factual evidence

What the source reports

Research demonstrates LLM-as-a-Judge evaluation independence is compromised by anchoring bias when prompts contain prior scores or history.