Generative A.I. in SPC: Unlocking New Potential while Tackling the Risks
Title: How generative AI models such as ChatGPT can be (mis)used in SPC practice, education, and research? An exploratory studyAuthors & Year: Megahed, F.M., Chen, Y.J., Ferris, J.A., Knoth, S., and Jones-Farmer, L.A. (2023)Journal: Quality Engineering [DOI:10.1080/08982112.2023.2206479]Review Prepared by David Han Statistical Process Control (SPC) is a well-established statistical method used to monitor and control processes, ensuring they operate at optimal levels. With a long history of application in manufacturing and other industries, SPC helps detect variability and maintain consistent quality. Tools like control charts play a central role in identifying process shifts or trends, allowing timely interventions to prevent serious defects. Megahed, et al. (2023) explores how generative AI, particularly ChatGPT, can enhance the efficiency of SPC tasks by automating code generation, documentation, and educational support. While AI shows promise for routine tasks, the study also highlights its limitations in handling more complex challenges. For instance, ChatGPT’s misunderstanding of…