Trustworthy AI Lab
Trustworthy AI Lab
Welcome
News
People
Publications
Opportunities
Preprint
The challenge of uncertainty quantification of large language models in medicine
This study investigates uncertainty quantification in large language models (LLMs) for medical applications, emphasizing both technical …
Zahra Atf
,
Seyed Amir Ahmad Safavi-Naini
,
Peter R. Lewis
,
Aref Mahjoubfar
,
Nariman Naderi
,
Thomas Savage
,
Ali Soroush
Cite
DOI
Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models
This study evaluated self-reported response certainty across several large language models (GPT, Claude, Llama, Phi, Mistral, Gemini, …
Nariman Naderi
,
Seyed Amir Ahmad Safavi-Naini
,
Thomas Savage
,
Zahra Atf
,
Peter R. Lewis
,
Girish Nadkarni
,
Ali Soroush
Cite
DOI
Reporting Risks in AI-based Assistive Technology Research: A Systematic Review
Artificial Intelligence (AI) is increasingly employed to enhance assistive technologies, yet it can fail in various ways. We conducted …
Zahra Ahmadi
,
Peter R. Lewis
,
Mahadeo A. Sukhai
Cite
DOI
Cite
×