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Bean et al.

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08:30
2026-07-09
blog.ml.cmu.edu
large-language-models

Healthcare Benchmarks Are Only as Good as Their Assumptions

A new study by Bean et al. (2025) finds a 61 percentage point gap between LLM performance on healthcare benchmarks and real-world deployment, where patients using LLMs as medical assistants showed no …

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