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Rahul Babu

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#small language model Open access Oct 2026

Performance within the foundation paradox: the case for small qualitative evaluations

This paper argues for SQEs as a complementary evaluation strategy for AI systems operating in dynamic, contested, and interdisciplinary settings and introduces small qualitative evaluations (SQEs) as a human-in-the-loop framework for assessing LLM performance in such less-bounded domains.

Michael Simeone, Jacki Hyatt, E. Bienenstock et al. · 0 citations

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