This is awesome Louis. You have been very productive in improving our platform this year. I'm personally impressed with all the wonderful and clean changes. Question: is peakd working on an ai article or topic surfacing front end? I feel like I'm still having to feel around to find interesting posts that I would love to read. I feel like Hive is all placed to improve the stream with some AI. I know that it would be controversial but I think as we hope and work for wider adoption this is what people want. It does not have to be heavy handed and lead to doom scrolling. But subtle refinements would surface interesting posts or active communities or posters based on my posts and or comments. Your thoughts? Thanks again for your leadership.