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20242026
most citedLarge Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators

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cs.LG2026

Benchmarked Yet Not Measured -- Generative AI Should be Evaluated Against Real-World Utility

Ishani Mondal, Shweta Bhardwaj

Generative AI systems achieve impressive performance on standard benchmarks yet fail to deliver real-world utility, a disconnect we identify across 28 deployment cases spanning edu…