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AI in 2030, Scaling Bottlenecks, and Explosive Growth

Epoch After Hours

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Data Dynamics and AI Training

This chapter examines the critical role of data availability in optimizing AI models, focusing on strategies like multi-epoch training and multimodal data integration. It explores the significance of synthetic data and large pre-trained models in enhancing training efficiency and performance while addressing the challenges of scalability. The discussion highlights innovative practices from organizations like DeepMind and raises important questions about the future of data in AI development.

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