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Machine learning is a form of artificial intelligence that is used to recognize patterns and train itself from data. Neural networks are one type of machine learning, which are multi-layer statistical models, not models of brains. Generative chatbots are programs that can carry on natural-sounding conversations, but they are not the right tool for making decisions from data. Machine learning results are only probable, not certain, and people must be ready to live with inaccuracy.