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Dr. Lance B. Eliot is a world-renowned expert on Artificial Intelligence (AI) and Machine Learning (ML). Explanations are a big deal in life and this is especially true when it comes to the latest in Artificial Intelligence (AI), namely generative AI. OpenAI’s generative AI app ChatGPT and its successor GPT-4 are widely used and have become part of our societal lexicon. However, there is an ongoing concern that generative AI does a poor job of explaining how the computational results are being figured out. There is an entire subfield of AI known as XAI (explainable AI) devoted to trying to improve the working features of AI to provide corresponding and apt explanations.