7th Global Gastroenterology and Artificial Intelligence Summit (Live) | September 2025-02 2025 7th Global AI Summit and Workshop Part 2

Video Transcription

Video Summary

Dr. Dennis Xiong from Mayo Clinic discusses the integration of foundation AI models into clinical care, emphasizing their human-centered application. He compares AI language models to Eliza's transformation in "My Fair Lady," highlighting that despite sophisticated output, AI models fundamentally reflect the data they're trained on. Dr. Xiong stresses the importance of evaluating these models through expert-graded "evals" to determine accuracy and safety in medical contexts, noting significant error rates in current AI responses. He underscores the necessity of aligning AI with healthcare values, particularly trust, beneficence, and non-maleficence, drawing attention to risks like misinformation and emotional dependence. Advocating for physician involvement in shaping AI to reflect clinical ethics, he notes AI's potential to become digital coworkers requiring shared values and proper oversight. Finally, he envisions AI transforming healthcare workflows by enhancing efficiency and patient focus, urging clinicians to co-evolve with technology to improve diagnostics and treatment outcomes.

Meta Tag

Concept Foundation Model

Concept Large Language Model

Concept Evaluation

Concept Human-AI Teaming

Concept Benchmarking

Keywords

foundation AI models

clinical care integration

AI evaluation in healthcare

medical ethics and AI

physician involvement in AI

AI-enhanced healthcare workflows

Foundation Model

Large Language Model

Evaluation

Human-AI Teaming

Benchmarking