No Priors: Artificial Intelligence | Technology | Startups Big tech earnings and the current AI debates, with Sarah Guo and Elad Gil
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Mar 7, 2024 Explore the latest breakthroughs in AI with Google's powerful Gemini model and the rapid advancements from Mistral. Delve into the competitive dynamics of tech giants like NVIDIA and Meta, and discuss the challenges and opportunities in the semiconductor industry. Uncover the fascinating relationship between AI adoption and ROI, along with the need for specialized tools. The podcast also touches on the evolving landscape of corporate investment in AI and the humorous side of using AI for tasks like academic writing.
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Importance of Context Windows
- Longer context windows are crucial for certain applications, especially biology.
- Protein folding models, for example, require larger context windows to encompass entire proteins.
Model Design Considerations
- Model design should prioritize capability, efficiency, and latency.
- Retrieval-augmented generation and larger context windows offer trade-offs for model reasoning.
AI Optimization and Inference
- Optimizations in AI often happen at inference time, similar to game AI.
- Future AI development will likely focus on continuous model upgrades and retraining.