{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"AI Founders Podcast","title":"The Hidden Challenge in AI Search: Why Retrieval is the New Frontier","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/067377d0\"></iframe>","width":"100%","height":180,"duration":2354,"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.\n---\nChapters:\n00:03:00 - Memes and Technical Concepts: Effective Communication in AI\n00:10:35 - AI Chip Landscape: NVIDIA vs Grok and Their Tradeoffs\n00:14:04 - When to Care About AI Chips: SMBs vs Enterprises\n00:25:31 - The Evolution of Prompt Engineering in AI Development\n00:34:33 - Building AI Products: Importance of Distribution and Design\n---\nHost Links\nhttps://casperstudios.xyz/\nhttps://www.linkedin.com/in/jaysingh10125\nhttps://x.com/jsingh_08\n---\nGuest Links\nhttps://www.linkedin.com/in/michael-ryaboy-software-engineer/\n---Keyword:\nAI, 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","thumbnail_url":"https://img.transistorcdn.com/DQ_B1TSC6FTaOR-p1cmbTWo0zCEiGjC3Nj35fxIvsQA/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9mY2My/MDc4MDNjNjZiNzkw/MTA5NzY1OTg0YmZl/ODZlZC5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}