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A statistical approach to model evaluations \ Anthropic

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Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Evaluations A statistical approach to model evaluations Nov 19, 2024 Read the paper Suppose an AI model outperforms another model on a benchmark of interest—testing its general knowledge, for example, or its ability to solve computer-coding questions. Is the difference in capabilities real, or could one model simply have gotten lucky in the choice of questions on the benchmark? With the amount of public interest in AI model evaluations—informally called “evals”—this question remains surprisingly understudied among the AI research community. This month, we published a new research paper that at

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