1. GenAI in the classroom: Customized GPT roleplay for process safety education.
- Author
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Honig, Christopher DF, Desu, Aditya, and Franklin, John
- Subjects
GENERATIVE artificial intelligence ,STUDENT engagement ,CHEMICAL engineering education ,CONSULTING engineers ,ENGINEERING education - Abstract
This paper outlines innovative pedagogical approaches in chemical engineering safety education, utilising three key strategies: (1) Integration of the direct experiences of experienced professional engineers to teach expertise-aligned process safety case studies; (2) Shifting from traditional short oral presentations to more comprehensive and dynamic 'engineering meeting' formats to drive constructive student learning; and (3) The use of Generative AI to enhance (1) and (2), with cost/time scalability, improved student access and by accommodating greater learning-style diversity. Evaluation of these educational innovations is performed through a mixed-methods approach and reveals positive impacts on student learning and engagement. The paper provides a detailed outline of classroom implementation, with supporting resources, for straightforward integration by other academics. • Process safety education can be significantly enhanced by including late-career professional industry consultants and semi-retired engineers. • Generative AI roleplaying as industry consultants, can provide greater scale, student access and cater to more diverse learning styles of students. • Generative AI chatbots can be used to simulate in viva style assessment formats of process safety incident case studies. Vivas encourage more comprehensive understanding and root cause analysis of process safety incidents, when compared to commonly used short oral presentations, which can drive reductive cause-effect explanations. • A small subset of students express a preference for AI teaching tools (over in-person meetings) because of social or performance anxieties. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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