Researchers introduced MoveBench, a rubric-based benchmark for evaluating large language models in sports and health coaching, citing the absence of domain-specific evaluation as a barrier to safe deployment. The work argues that general-purpose benchmarks such as MMLU and HELM assess broad knowledge and reasoning but do not capture the requirements of sports and health coaching, a domain the authors describe as high-risk.
Despite rapid advances in large language models (LLMs), their deployment in the sports and health domain remains high-risk due to the absence of domain-specific evaluation benchmarks. Existing general-purpose benchmarks (e.g., MMLU and HELM) primarily assess broad knowledge and reasoning capabilitie
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