The Hidden Challenge in AI Search: Why Retrieval is the New Frontier
Description
This episode we host Michael Ryaboy, a developer advocate at KX and former consultant. We discuss the evolving landscape of AI, including the importance of memes in communicating complex ideas, the challenges of retrieval in search systems, and the changing role of prompt engineering as language models improve. Michael shares insights on the technical aspects of AI infrastructure, while Jay offers perspectives on running an AI consultancy and the importance of design in differentiating AI products.
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Chapters:
00:03:00 - Memes and Technical Concepts: Effective Communication in AI
00:10:35 - AI Chip Landscape: NVIDIA vs Grok and Their Tradeoffs
00:14:04 - When to Care About AI Chips: SMBs vs Enterprises
00:25:31 - The Evolution of Prompt Engineering in AI Development
00:34:33 - Building AI Products: Importance of Distribution and Design
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Host Links
https://www.linkedin.com/in/jaysingh10125
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Guest Links
https://www.linkedin.com/in/michael-ryaboy-software-engineer/
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Keyword:
AI, prompt engineering, large language models, retrieval, search, embedding models, context windows, GPUs, Nvidia, Grok, OpenAI, Anthropic, TikTok, content creation, distribution, AI consultancy, design, user experience, scaling AI applications, startup growth
United States
