How to debug AI image models to identify societal risks and harms

Did you know AI generated images can have unintended biases, stereotypes, and harms? If you prompt an AI image generator for images of tech developers, you are likely going to get male dominated images. You're not going to see images of females or diverse ethnicities. Scenarios like this reveal challenges where image models do not always reflect every aspect of reality. The problem is multimodal AI systems such as DALL-E that can generate text-to-image, and other data types are paving …

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