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Scalar metrics fail to capture the true diversity of AI-generated content, but diversity profiles offer a robust, multi-dimensional evaluation framework that reveals hidden biases.
Kozuchi Agent achieves a remarkable 74.8% success rate in software repair tasks, setting a new standard for open-weight agents in the field.
