Our understanding of progress in machine learning has been colored by flawed testing data. The 10 most cited AI data sets are riddled with label errors, according to a new study out of MIT, and it ...

If labels are even a little off, that could lead to huge ramifications for machine learning systems. If an AI system can't tell the difference between a grocery and a bunch of crabs, it'd be hard ...

Cleanlab, a startup that provides a data curation solution for large language models (LLMs) used in enterprise AI, announced today that it has secured $5 million in seed funding. The investment ...