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In this article, Dr. Chomsky, Dr. Roberts, and Dr. Watumull discuss the potential of artificial intelligence and machine learning. They express both optimism and concern, as machine learning has the potential to solve problems but also to degrade science and debase ethics. OpenAI’s ChatGPT, Google’s Bard and Microsoft’s Sydney are examples of machine learning marvels.