(11b) AI-PSM: Where Are We Now?
AIChE Spring Meeting and Global Congress on Process Safety
2024
2024 Spring Meeting and 20th Global Congress on Process Safety
Global Congress on Process Safety
Knowledge Transfer: Combatting the Half-life of Institutional Memory
Monday, March 25, 2024 - 11:00am to 11:30am
Since ChatGPT's public debut in late 2022, the Process Safety Management (PSM) community has shown increasing interest in Artificial Intelligence (AI) as a vehicle for capturing our company data as well as leveraging the accumulated knowledge of the entire industry. While Machine Learning (ML) applications in process safety aren't newâwith years of research presented at the CCPS âGlobal Conference on Process Safety and Big Data,ââthe advent of large language models with chat-style interfaces has now brought AI within easy reach of non-experts.
In the past year, I've administered the âAI-PSMâ LinkedIn group, a platform for professionals to exchange AI experiences and insights in PSM. These discussions, initially seeming like isolated data points, have been analyzed using Prof. Thomas Maloneâs (MIT) â4 Roles of AIâ framework.
The tension in organizations regarding AI's unchecked usage in process safety is palpable, with a push and pull between leveraging AI for efficiency gains and avoiding potential safety risks. Maloneâs model offers a lens to discern âsaferâ from riskier AI roles.
This paper delves into the prevailing sentiments about AI among AI-PSM group members, clarified through Maloneâs model, providing a structured perspective on the integration of AI in the PSM field, and the leveraging of globally accumulated knowledge.
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