{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"LAW.co Podcast","title":"How Lawyers Use Probabilistic AI Models for Risk-Aware Legal Decisions","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/52d874b4\"></iframe>","width":"100%","height":180,"duration":495,"description":"Legal work has never dealt in certainties — so why should legal AI? This episode examines how probabilistic execution models give law firms a structured, auditable way to turn AI-generated risk scores into accountable decisions.","thumbnail_url":"https://img.transistorcdn.com/AlRiTo7MIcBuupdsTWAofzWfY9gFjaNDYSgbMdCjkxQ/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9kMTU5/MGIxMDUxNTkyNzNl/ZWYyOTY5N2Y5NWQ3/M2VlYy5qcGVn.webp","thumbnail_width":300,"thumbnail_height":300}