{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Chain of Thought | AI Agents, Infrastructure & Engineering","title":"Every AI Agent Has an Evaluation Gap | Alex Ratner, Snorkel AI","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/18593a4c\"></iframe>","width":"100%","height":180,"duration":2560,"description":"Snorkel CEO Alex Ratner maps the evaluation gap blocking AI agents from real enterprise work, walks through the company's $3M Open Benchmarks Grant, and explains why pure 'environment' vendors don't actually understand how AI works.","thumbnail_url":"https://img.transistorcdn.com/opYb_ogIEF0JJPpA1L13NhLPore7cUzGtcL8Okdgfg4/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS81YjBh/ODMzMTY3ZjQ0MjBj/YTE1ODMwYTZlNDgx/Mjc2Mi5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}