Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Snorkel AI, founded in 2019 out of the Stanford AI Lab, builds tooling and services for programmatic data labeling — using weak supervision and expert-in-the-loop workflows to produce evaluation datasets, preference rankings, and rubric-based training data for large language models.
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