{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Data Matas","title":"S4E1 - Why AI Breaks Without a Semantic Layer.","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/78f42696\"></iframe>","width":"100%","height":180,"duration":1883,"description":"Season four, episode one of the Data Matas Podcast.Aaron Phethean sits down with Kevin Sampson, the first data hire at Vertex Service Partners, who joins us after four and a half years at Amazon. The conversation is about what it actually takes to build a data and analytics platform from zero.We cover dashboard sprawl at Amazon, the gap between insights and answers, why \"confidently wrong\" is the worst failure mode an LLM can have inside a real business, and a hot take on whether AI even needs a semantic layer anymore.This is the first episode of our new format. Every guest faces a hot take. One question they have never heard before, designed to challenge how they think on the spot.","thumbnail_url":"https://img.transistorcdn.com/xgXVGcsFpUuhsJlxMCRZwqhpuxNE7qbc38aGbuHSHKI/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9hN2Y2/NWIxZjQwZTNjMWEx/MWU2ODE1NzE4N2Yx/ODY3Ny5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}