A rough-voiced version of Webcology was recorded several days late due to illness. With Kristine Schachinger recovering from a second round of COVID-19 and Jim Hedger getting over a throat infection that temporarily cost him his voice, this is one of those "the show must go on" episodes. We cover a lot of news in this episode from major AI advancements to the outcomes of Google's Helpful Content update. (note, Jim found the document he insisted Kristine send him).