Agreed with this. If the premise of the service is that the news is clear, concise, and comprehensive, show me that with a clear and concise explanation of the product on the front page (and perhaps a comprehensive drill-down in the rest of the site). I care far more about the UX of the tool than the ML behind the scenes.