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Knowing Machines

knowingmachines.org

Knowing Machines is a research project tracing the histories, practices, and politics of how machine learning systems are trained to interpret the world.

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Models all the way down

LAION-5B is an open-source foundation dataset. It contains 5.8 billion image and text pairs—a size too large to make sense of. We follow the construction of the dataset to better understand its contents, implications and entanglements.