LLM-as-Judge Grading Calibrated Against Human Labels

grading with a model is how evals scale, and an uncalibrated judge is a confident random number generator

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Your AI Agent Is Lying — Agent Evals Explained

Agent Evaluation theory posits that testing agentic systems requires distinguishing between linguistic transcripts (the agent's story) and world states (the truth), necessitating separate grading log…