Judging the Judges: A Controlled Audit of Bias and Instability in LLM-as-Judge Evaluation
Large language models are now routinely asked to grade other large language models, a delegation of judgment that has become the default way organizations track progress on open-ended generation tasks where no single reference answer exists. The convenience of this arrangement is undeniable, but it does not remove the...