Author

D. Azouri

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Open access Aug 2026

Grounding Health AI: Architecture and Evaluation of a Domain-Expert Metabolic Health Agent

General-purpose language models generate fluent health reports that can fabricate derived clinical metrics. In an illustrative comparison on identical two-week CGM and meal data, leading foundation models produced reports with invented MAGE values, inflated meal counts, and unreferenced complication-risk projections: f...

A. Diament, G. Sapir, M. Gorodetski et al. · medRxiv · 0 citations

#artificial intelligence Preprint Sep 2026

PhenoBench: Mapping What a Deeply Phenotyped Human Cohort Can Tell Us

Deeply phenotyped cohorts combine clinical, imaging, molecular, and wearable observations across timescales from seconds to years, but heterogeneous analyses are not directly comparable. We present PhenoBench, an executable benchmark that turns deep-phenotyping measurements into explicit questions and controlled compar...

G. Sapir, A. Diament, Adva Wolf et al. · 0 citations