Tweet Focus State

Could this simple interface change drastically improve Twitter's home feed? I explored how adding a focus state to tweets can drastically accelerate training of recommendation algorithms. This change ensures user actions are translated into clean signals for machine learning models to train off. Meaning Twitter can learn what content we enjoy even quicker & then show us more of it.

Want to see more explorations? Check out my latest UX article called Redesigning a Breaking Twitter: https://medium.com/user-experience-design-1/redesigning-a-breaking-twitter-4521b258e5aa