How often do you learn new things later that, even as transmitted through untrustworthy media, allow for clear falsification of the former media presentation?

This isn't zero but it's not very common either. Usually, the domain in question is sufficiently subtle that you can't make a rigorous prediction from an untrustworthy media presentation at all; thus, the media accounts are effectively unfalsifiable (unless you go out and seek personal experience).