Author

Zi-Hao Huang

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Review Open access Oct 2026

Artificial intelligence for Traditional Chinese Medicine classic formula development: a technology readiness assessment using metabolic syndrome as a case study

Traditional Chinese medicine (TCM) formulas, developed through millennia of clinical practice, represent a rich legacy of approximately 100,000 documented prescriptions (99,584 named formula entries in the second edition of the Dictionary of Traditional Chinese Medicine Formulas), yet on average fewer than ten new TCM...

Zi-Hao Huang, Zhen-Hong Jiang, Shao-Wen Hu et al. · Frontiers in Pharmacology · 0 citations

#artificial intelligence Preprint Oct 2026

Act on Your Behalf, Beyond Your Authorization: Benchmarking LLM Agent Authorization Alignment

The results show that task capability, additional reasoning, and consequence-oriented safety evaluation do not by themselves ensure authorization alignment, pointing to a tension between agent autonomy and preserving users'decision authority that calls for further human-centered study.

Zhi-Ping Zhang, Franklin Mingzhe Li, Zi-Hao Huang et al. · 1 citation