XAI for All: Can Large Language Models Simplify Explainable AI?

Understand

The field of Explainable Artificial Intelligence (XAI) often focuses on users with a strong technical background, making it challenging for non-experts to understand XAI methods.

• This paper presents "x-[plAIn]", a new approach to make XAI more accessible to a wider audience through a custom Large Language Model (LLM), developed using ChatGPT Builder.
• Our goal was to design a model that can generate clear, concise summaries of various XAI methods, tailored for different audiences, including business professionals and academics.
• The key feature of our model is its ability to adapt explanations to match each audience group's knowledge level and interests.