How do you evaluate an AI that writes research, diagnoses diseases, or uses tools—when “right or wrong” no longer cuts it? Researchers from Renmin University of China (Liu et al.) surveyed the emerging use of rubrics for LLMs. Rubrics are structured checklists that break down

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