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Very excited to launch Topic Models in Community Notes, strengthening the algorithm’s ability to surface notes found helpful by people who’ve disagreed in their past ratings.

We’ve updated Topic Models to utilize a larger set of early rating data. This allows them to produce higher confidence scores earlier in the process of ratings arriving. Update in GitHub: github.com/twitter/commun…

Welcome new contributors in 🇮🇳India 👋 Our first contributors are joining today, and we’ll be expanding over time. As always, we’ll monitor quality to ensure that notes are found helpful by people from different points of view. Community Notes now has contributors in 69

Super excited about this change to improve proposed notes, helping to make the most of Community Notes contributors time spent rating notes.

Community Notes contributors produce notes and ratings 24/7. By recognizing Helpful notes faster, this change allows more users to see and benefit from added context.

This is great for Community Notes. Ordinarily, Notes only appear after they have time to be written and rated by contributors, but image matches appear automatically on new posts without any contributor latency.

This feature is a game-changer for Community Notes. Historically, only CN contributors played a role in creating notes through writing and rating. Now, all X users are able to contribute by flagging posts that may benefit from added context 🔥

One million note requests since launch! Now, get notified if your request leads to a Community Note. Thank you to everyone making requests, and to the Community Notes contributors turning them into notes that people find helpful.

Las notas de los colaboradores de 🇦🇷Argentina, 🇨🇱Chile, 🇨🇴Colombia, 🇪🇨Ecuador, 🇬🇹Guatemala, 🇲🇽México, 🇵🇪Perú y 🇻🇪Venezuela son útiles para personas de distintos puntos de vista. Hoy, cambiamos la visibilidad de las notas de estos países para que sean visibles por todo el mundo.

Community Notes 🔥

I ❤️ voting.

Very excited about this launch and the coming benefits to the Community Notes ecosystem. I think the scalability of AI paired with the guidance of human oversight is going to bring a great experience to X users. 🚀

It's been a minute since I've appeared as an author... but very excited for the research agenda proposed in this paper. Can't wait to see the results!

Who wants candy from the ultimate #creepervan? Just beware those locks on the outside...

After 10 years of school and 2 weeks of interviews, weirdest question is: what is your favorite number 1 to 10. That was it, no follow-up.

Today a certain social networking site suggested that I "reconnect" with my wife. Their ML must be either really good or really bad.

wifi and guns... quite a dynamic duo. x.com/runasand/statu…

Many congratulations to Professor J.D. Tygar! x.com/thorstenholz/s…

Filed my PhD thesis yesterday. eecs.berkeley.edu/Pubs/TechRpts/… These were my favorite two paragraphs: