Snorkel.AI
Snorkel.AI is an AI platform focused on improving the quality and scale of training data. The company provides tools for Data Labeling, Weak Supervision, and model evaluation to address data bottlenecks in machine learning pipelines.
Core Philosophy & Recent Developments
- Paradigm Shift: Advocates for “Making Models Behave” over simply scaling model size, emphasizing disciplined tool use in enterprise environments. Training Smaller Models for Disciplined Tool Use in Enterprise AI
- Smaller Models: Focus on optimizing smaller models for specific, disciplined tool-use tasks rather than relying solely on massive parameter counts.
Key Personnel
- Kobie Crawford: Developer Advocate. Presented on stopping the trend of making models bigger and instead focusing on behavioral discipline in enterprise AI.