AI product

Snorkel AI

Snorkel AI is an AI data-development company that builds specialized training datasets, benchmarks, and evaluation environments for frontier models and agents, particularly in high-stakes and specialized domains. Its work addresses distributional gaps, benchmark blind spots, and tasks where correctness is difficult to define. The company also publishes research and operates Open Benchmarks Grants; the video specifically describes its collaboration with UC Berkeley on FinQA, an expert-validated financial question-answering dataset built from SEC 10-K filings.

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What Snorkel AI is used for

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  • A frontier AI data lab that builds datasets, environments, and enterprise deployments for advanced AI, and contributed open-source benchmarks and training artifacts from this project.

Videos mentioning Snorkel AI

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