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Recent Advances in Foundation Models: Scaling Laws, Emergent Behaviors, and AI Democratization

Recent Advances in Foundation Models: Scaling Laws, Emergent Behaviors, and AI Democratization

Open Data Science via YouTube Direct link

- Successes of Large-Scale Models

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- Successes of Large-Scale Models

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Recent Advances in Foundation Models: Scaling Laws, Emergent Behaviors, and AI Democratization

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  1. 1 - Intro
  2. 2 - Building AGI as an Ultimate Goal of AI Field
  3. 3 - It’s All About Further Generalization
  4. 4 - Neural Scaling Revolution
  5. 5 - Successes of Large-Scale Models
  6. 6 - History of Neural Scaling Laws
  7. 7 - What’s Next?

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