Part 9/14:
This exponential growth results from innovations in hardware architecture, large-scale data availability, and advanced model training techniques. The Blackwell system exemplifies this, with its highest density compute system ever, enabling the training of massively large models that push AI capabilities further than ever before.
The scaling laws now suggest that both data and model size are doubling annually, driving an impressive 16x– to 256x increase in compute capacity over a decade, fundamentally accelerating AI progress.
New Dimensions of AI: Thinking, Reasoning, and Self-Reflection
Beyond simple pattern recognition, Huang highlights how AI models are evolving to include chains of thought, reasoning, and planning: