O’Brien on stage during the 2016 Nobel Peace Prize Concert at Telenor Arena in Oslo, Norway, Sunday Dec. 11, 2016. Conan O’Brien, the longest-reigning host in late-night television, could switch to a weekly format, according to a report from TheWrap.