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Unsupervised Learning
Ep 15: Snorkel AI CEO Alex Ratner on What's Needed for Wider-Spread Enterprise AI Adoption
Aug 18, 2023
Alex Ratner, CEO of Snorkel AI, discusses the growth of Snorkel, importance of data development in AI, barriers to enterprise AI adoption, and the role of academia in AI progress. Topics include avoiding errors in pre-training, enterprise AI deployment challenges, future AI regulation, and over-hyped AI models.
46:45
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Quick takeaways
- Data development is essential for AI; academia plays a crucial role in future AI development.
Deep dives
Role of Snorkel AI in Automating Data Labeling and Model Alignment
Snorkel AI, founded by Alex Ratner at Stanford to automate data labeling, has evolved to assist companies in fine-tuning, pre-training, and aligning models. The podcast delves into how companies are utilizing generative AI and navigating the shift towards classical workloads with proven business value. Emphasizing model evaluation and the significance of custom benchmarks tailored to specific business needs.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode