homepage will be a recommended paint like a recommended set of videos that are specifically for you based on what you watched before and there's different ways that you can go by that so if you want to hear more about recommender systems that's my main research area that's the thing I know more about of like different ways that they can work so one way would be like people who like this video also liked this video and then another is you know finding similarities between the videos themselves and not actually taking into