Stop Making Models Bigger, Make Them Behave — Kobie Crawdord, Snorkel

Summary

This presentation focuses on Snorkel AI's approach to providing high-quality, research-backed datasets for machine learning. The core method involves incorporating expert contributors into the data generation process to ensure accuracy. The takeaway is that rather than solely increasing model size, focusing on the quality of underlying data can lead to significant improvements in AI development.