Review Article
September 23, 2026
Vol. 1, Issue 1 tmdh20260003
Kevin Hall, Brian Allen, George Young
Reliable deployment in automated screening of medical-agent outputs depends on more than obtaining a strong benchmark result. This conceptual analysis uses evaluator robustness to study how claims travel from data to model output and then t...
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Review Article
September 23, 2026
Vol. 1, Issue 1 tmdh20260002
Matthew Jackson, Anthony Martin, Mark Thompson
Reliable deployment in edge deployment in clinics with heterogeneous hardware depends on more than obtaining a strong benchmark result. This conceptual analysis uses resource-aware robustness to study how claims travel from data to model ou...
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Review Article
September 23, 2026
Vol. 1, Issue 1 tmdh20260001
Michael Brown, William Jones, David Miller
Reliable deployment in retrieval-augmented clinical assistance depends on more than obtaining a strong benchmark result. This conceptual analysis uses evidence-constrained decision gates to study how claims travel from data to model output...
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