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This ScaDS.AI Living Lab Lecture introduces Large Language Models and their specific use for Bio-image Analysis. We will learn about the basics of prompt engineering to create text, images and code - code specifically for analyzing microscopy image data. The lecture also lists current limitations of the technology and recent challenges.