#Snorkel

2 articles with this tag

GEPA squeezes 7x gains from three examples
AI Research

GEPA squeezes 7x gains from three examples

Lakshya Agrawal showed GEPA beating GRPO with 3 examples by reflecting on traces, then generalizing to Optimize Anything.

about 1 month ago
Task Fidelity Scaling Laws: Kobie Crawford on AI Data Quality
AI Research

Task Fidelity Scaling Laws: Kobie Crawford on AI Data Quality

Kobie Crawford of Snorkel discusses 'Task Fidelity Scaling Laws,' emphasizing how data quality impacts AI model performance and outlining Snorkel's approach to creating verifiable datasets.

5 months ago