Robotics & Machine Learning Daily News2024,Issue(Feb.19) :72-73.DOI:10.15446/dyna.v90n230.111700.

New Findings from National University Colombia in the Area of Artificial Intelligence Described (Prompt Engineering: a methodology for optimizing interactions with AI-Language Models in the field of engineering)

Robotics & Machine Learning Daily News2024,Issue(Feb.19) :72-73.DOI:10.15446/dyna.v90n230.111700.

New Findings from National University Colombia in the Area of Artificial Intelligence Described (Prompt Engineering: a methodology for optimizing interactions with AI-Language Models in the field of engineering)

扫码查看

Abstract

Investigators publish new report on artificial intelligence. According to news originating from Medellin, Colombia, by NewsRx correspondents, research stated, “ChatGPT is a versatile conversational Artificial Intelligence model that responds to user input prompts, with applications in academia and various sectors.” Our news editors obtained a quote from the research from National University Colombia: “However, crafting effective prompts can be challenging, leading to potentially inaccurate or contextually inappropriate responses, emphasizing the importance of prompt engineering in achieving accurate outcomes across different domains. This study aims to address this void by introducing a methodology for optimizing interactions with Artificial Intelligence language models, like ChatGPT, through prompts in the field of engineering. The approach is called GPEI and relies on the latest advancements in this area; and consists of four steps: define the objective, design the prompt, evaluate the response, and iterate. Our proposal involves two key aspects: data inclusion in prompt design for engineering applications and the integration of Explainable Artificial Intelligence principles to assess responses, enhancing transparency. It combines insights from various methodologies to address issues like hallucinations, emphasizing iterative prompt refinement techniques like posing opposing questions and using specific patterns for improvement.”

Key words

National University Colombia/Medellin/Colombia/South America/Artificial Intelligence/Emerging Technologies/Engineering/Machine Learning

引用本文复制引用

出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
段落导航相关论文