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Ethical Considerations and Fundamental Principles of Large Language Models in Medical Education: Viewpoint
Li Zhui1, Li Fenghe1, Wang Xuehu1
1Department of Vascular Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Journal of Medical Internet Research
|July 6, 2024
Summary
Large language models (LLMs) present ethical challenges in medical education, from AI hallucinations to equity issues. A unified ethical framework with 8 principles is proposed for responsible LLM integration.
Area of Science:
- Medical Education
- Artificial Intelligence Ethics
- Large Language Models
Background:
- Large language models (LLMs) offer potential in medical education but raise significant ethical concerns.
- Challenges include AI hallucinations, data bias, privacy risks, lack of transparency, and issues with emotional intelligence and academic integrity.
Purpose of the Study:
- To explore the ethical challenges of LLM application in medical education.
- To analyze existing AI legal and ethical frameworks and their limitations.
- To propose a unified ethical framework for responsible LLM integration in medical education.
Main Methods:
- Viewpoint article analyzing ethical and legal challenges.
- Review of existing AI ethical and legal frameworks.
- Proposal of a new ethical framework based on 8 fundamental principles.
Main Results:
- Identified ethical challenges in LLM development and application within medical education.
- Highlighted limitations of current AI frameworks for LLM integration.
- Proposed an 8-principle ethical framework for responsible LLM use.
Conclusions:
- A unified ethical framework is crucial for safe and responsible LLM implementation in medical education.
- The proposed framework ensures a balance between technological advancement and ethical safeguards.
- This approach promotes fairness, patient safety, and an equitable educational environment.
Keywords:
AILLMsacademic integrityartificial intelligencedata protectiondata securityeducational researchethicsintellectual property rightslarge language modelsmedical educationmedical ethicsprivacy and data risksMore Related Videos
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