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Scoping the Enterprise LLM Market
Apr 12, 2024
Naveen Rao, VP of generative AI at Databricks, discusses enterprise LLMs and generative AI, highlighting the evolution of language models, challenges in building custom chips, and the effectiveness of domain-specific small models. The conversation also explores the transition towards a hybrid learning approach, regulating generative models, and Naveen's transformative journey from computer architecture to AI innovation.
44:26
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- Evolution towards transformer architectures in AI chips for specific workloads.
- Shift from supervised learning to self-supervised learning for domain-specific data adaptation in LLMs.
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Potential of Agentic Things in Future Technology
The podcast episode discusses the potential advancements in AI over the next few decades, envisioning technology that can replicate agency by formulating hypotheses, executing actions, observing consequences, and adapting based on results. Although energy requirements may be high initially, the progress is viewed optimistically, with the aim of fundamentally changing the world.
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