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Generative AI tools, such as ChatGPT, Bard, and others, have been trained on huge amounts of content and can produce text and images that often look eerily like human-generated content. Mehrtash Babadi, an institute scientist, director of computational methods, and a machine learning and AI expert in Broad’s Data Sciences Platform, discussed how generative AI techniques can be used to analyze human language and raw biological data to shed light on how cells and tissues work in health and disease. He also shared his thoughts on the benefits of language-based generative models for writing computer code, developing hypotheses, and other tasks.