{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Automatic","title":"Synthetic Labels: Training Machine Learning Models Without the Truth","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/24af5879\"></iframe>","width":"100%","height":180,"duration":555,"description":"What if your training data never needed a human to write a single label? This episode unpacks synthetic labels — the techniques, trade-offs, and disciplines that let ML teams build powerful models when ground truth is scarce or expensive.","thumbnail_url":"https://img.transistorcdn.com/geAvK8Lf2TpOu15wwN-7jYkVWQf54CoengvnTEp3AzQ/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8zNDA3/NDliNDQwMTkxMzZi/MzA0YTM3NGQxZTc1/NTk4MC5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}