cs.CY · 2026-05-23 · No. 8
Computers and Society, 2026-05-23.
1 new papers in cs.CY. Titles, authors,
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01 — The papers
1 entries-
01
Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions
Naveen Raman, Santiago Cortes-Gomez, Mateo Dulce Rubio, Fei Fang, Bryan Wilder
cs.CY · cs.AI · cs.LG
Benchmarks are necessary for healthcare evaluation, but are not sufficient for predicting deployment performance. Our position is that the evaluation--deployment gap arises not because of poorly designed benchmarks, but from implicit assumptions about how users interact with models that cannot be surfaced from benchmarks alone. To make this precise, we propose a classification of assumptions into two categories: task, which can be tested from...
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