arXiv.org When AIs Judge AIs: The Rise of Agent-as-a-Judge Evaluation for LLMs As large language models (LLMs) grow in capability and autonomy, evaluating their outputs-especially in open-ended and complex tasks-has become a critical bottleneck. A new paradigm is emerging:...

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