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Artificial intelligence research

For agent and language-model studies, define the behavior you want to measure before asking an agent to run or summarize evaluations. Preserve prompts, model versions, judge settings and raw outputs so a reader can reproduce your conclusions.
Try: “Design an evaluation for our retrieval agent using the cases in evals/. Specify failure categories, scoring rules and which results require a human reviewer.” For training and reproducibility, see machine learning research.