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AI and machine learning are quickly developing topics with many new innovations. This article provides a list of 17 AI and machine learning terms for everyone to become familiar with. These terms include anthropomorphism, bias, ChatGPT, Bing, BARD, ERNIE, emergency actions, automatic AI, explainable AI, ethical AI, AI policy and regulation, machine learning, deep learning, natural language processing, robotics, and automation. Understanding these terms will help students stay current on advances in the field and may even help them make contributions to the field.