Author

Yu Huang

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Preprint Aug 2026

BeTaL-GBI: Admission-Aware Benchmark Tuning and Full-Stack Verification of Geometric Belief Interfaces

Whether an enterprise verification architecture can isolate interface failure, task competence, policy admissibility, policy admissibility, and control integrity while keeping claims auditable is highlighted.

Alvin Spivey, Yu Huang · 0 citations

Open access Aug 2026

Quality, readability, and clinical-risk signals of default public-interface LLM responses to vascular and perioperative patient questions: a cross-sectional snapshot

In this English-language benchmark of default first responses from five public LLM interfaces accessed through specific logged-in accounts from a Hong Kong, China IP address during a single late-May 2026 window, 107 of 110 responses received the maximum Guideline Concordance Score, and no response met the prespecified...

Wei Zhong, Yuanyuan Zhang, Yu Huang et al. · Frontiers in Public Health · 0 citations