Hey everyone! We're excited to share that we're nearing the release of our video model, but we could really use your assistance in a couple of key areas. First off, the video rankings data we've been collecting has been a bit off. It seems that some folks have a tendency to favor artifacts a bit too much, which can lead to increased error rates when we analyze the data.