The Aarthi and Sriram Show EP 31 Noam Shazeer - Google veteran and AI inventor on future of AI
6 snips
Jan 21, 2023 AI Snips
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Gaming's Impact on Deep Learning
- Parallel computing and GPUs, initially driven by gaming, significantly boosted deep learning. The increase in hardware parallelism aligned perfectly with neural networks' matrix multiplication needs.
Neural Networks Explained
- Neural networks are essentially complex formulas with adjustable parameters, trained on examples to generalize. Deep learning is a rebranding of neural networks, benefiting greatly from parallel computation.
Large Language Models Explained
- LLMs are neural networks applied to text, predicting the next word in a sequence. Training these models is simple due to abundant data, but achieving true language understanding is an AI-complete problem.