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AI Agent Evals: The Judge Is The Part Nobody Measures

This story is from 2026-09-18. It is preserved in the archive; the latest stories are on the live feed.

An LLM judge scoring the same agent output three times will often hand back three different answers. On MT-Bench, Rating Roulette measured intra-rater reliability across repeated runs at a Krippendorff's Alpha of 0.265 for Llama 3.1, 0.507 for DeepSeek-R1 and 0.563 for Qwen-3, against a conventiona…

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  1. 2026-09-18 09:51 · DEV Community — Machine Learning
    AI Agent Evals: The Judge Is The Part Nobody Measures

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