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Dr. Lance B. Eliot is a world-renowned expert on Artificial Intelligence (AI) and Machine Learning (ML). This article examines the difficult task of trying to force generative AI into forgetting particular facets that seem to be encoded into the generative AI structure. Google recently announced a challenge for all comers to try and find new or novel ways to make AI forget what we might want it to forget. This is a notably looming concern for AI and ML experts.