TL;DR there was a backdoor found in the XZ program. All major distros have been updated but it is recommended that you do a fresh install on systems that are exposed to the internet and that had the bad version of the program. Only upstream distros were affected.
Catching this now is pretty huge, because it mainly targets distro build systems. Had this gone undetected, we’d be in shiznit creek couple of years down the line.