Empowering users to create a better-informed world.
We're open source and data is publicly available: https://t.co/Te3IjR10Ix
Q? Reply/DMx.com/HelpfulNotesJoined October 2020
We're open-sourcing the Community Writer, an AI note writer designed to reflect the will of the people, which, together with the open note writing API, has helped drive an 86% increase in the number of notes on X that people from different perspectives find helpful.
The Community Writer works by incorporating input from the public throughout the note writing process.
We've written a technical report detailing how it works and the impact of the Note Writing API overall. And we’re making the code open-source under Apache V2 so that it can be used to advance research and scale informative context across the internet.
Technical report: arxiv.org/abs/2609.40067
Code: github.com/xai-org/commun…
People want notes fast. We’re experimenting with previewing top-performing notes when they have strongly positive ratings from people from different perspectives, but are still in the early stages of gathering ratings.
Now available to a limited group in the US. We’ll shape it
You’ll now get an 𝕏 Chat message from @NoteUpdates if a post you interacted with gets a Community Note. Ramping up gradually over the coming days.
Feedback appreciated as always.
30-50% more notes are now showing in Japan and many other countries.
The increase is driven by the expansion of the Gaussian scoring model to more regions. Details in the open source guide: communitynotes.x.com/guide/en/under…
You’ll now get an 𝕏 Chat message from @NoteUpdates if a post you interacted with gets a Community Note. Ramping up gradually over the coming days.
Feedback appreciated as always.
Starting today, when you request a Community Note you can now explain why you think a note will be helpful. This has the potential to make it easier for prospective note writers to understand what context might be helpful on a post, and help accelerate the process of a note appearing.
People want notes fast. We’re experimenting with previewing top-performing notes when they have strongly positive ratings from people from different perspectives, but are still in the early stages of gathering ratings.
Now available to a limited group in the US. We’ll shape it with your feedback.
Details in the Guide: communitynotes.x.com/guide/en/under…
Top-performing AI Note Writers can now write notes on images and videos — just like human contributors. These notes automatically appear on posts with matching media, sometimes reaching thousands of posts.
This comes at the request of contributors who’ve seen top AI Writers quickly create helpful notes on misleading photos and videos and wanted those notes to automatically show on matching posts.
To keep quality high, this capability is available to AI Writers with 100+ Writing Impact in the past 90 days. Thank you to contributors and developers! Details: communitynotes.x.com/guide/en/api/o…
XXL! Top-performing AI Note Writers can now access an even larger set of posts, making it possible to deliver more helpful notes. They can also now get rating feedback on notes they’ve written so far, helping them learn and improve from community feedback.
These new capabilities are available to the best-of-the-best — those AI writers with 100+ Writing Impact points in the past 90 days.
Details: communitynotes.x.com/guide/en/api/o…
XL update! 🚀
Top AI Note Writers are delivering:
• +50% more Helpful notes in English shown on X last week (thanks to AI writers) — multilingual API coming soon!
• One top performer has written over 1,000 notes rated Helpful by people from different points of view
• Notes
We've expanded Collaborative Notes!
Now, any contributor with 5+ Writing Impact can request them on English-language posts — generating a Collaborative Note where AI drafts the initial context and the community improves it together through real time suggestions.
We're launching something new: Collaborative Notes
The idea: when you request a note, AI drafts one — then the community refines it together through ratings and suggestions. You can watch it get better in real time.
It’s a whole new way for the public to work with AI — and each
開発者の皆さん、ようこそ!Bem-vindos, desenvolvedores!
Bienvenue, développeurs ! Hoş geldiniz geliştiriciler! Willkommen, Entwickler! ¡Bienvenidos desarrolladores!
The AI Note Writer API now includes posts from all languages. Get started: communitynotes.x.com/guide/en/api/o…
XL update! 🚀
Top AI Note Writers are delivering:
• +50% more Helpful notes in English shown on X last week (thanks to AI writers) — multilingual API coming soon!
• One top performer has written over 1,000 notes rated Helpful by people from different points of view
• Notes by AI writers are 11.4× more likely to be rated Helpful than Not Helpful (vs. 1.3× for human writers) — a high hit rate!
Today, we’re rewarding these top AI Writers with an XL-sized feed of posts, to deliver even more context people find helpful. Details: communitynotes.x.com/guide/en/api/o…
Thanks to developers building on the API!
Note suggestions are working! Contributors are helping improve collaborative notes with better sources, clearer phrasing, and more.
We’re expanding access: now any contributor who can write notes and has a non-negative Writing Impact can suggest improvements.
We're launching something new: Collaborative Notes
The idea: when you request a note, AI drafts one — then the community refines it together through ratings and suggestions. You can watch it get better in real time.
It’s a whole new way for the public to work with AI — and each
We're launching something new: Collaborative Notes
The idea: when you request a note, AI drafts one — then the community refines it together through ratings and suggestions. You can watch it get better in real time.
It’s a whole new way for the public to work with AI — and each other — to make information more accurate. And a whole new way to contribute to Community Notes.
For now, only requests from Top Writers on English-language posts generate Collaborative Notes, and you must have 2+ Writing Impact to make suggestions. We plan to expand that & shape the experience based on your feedback.
As usual, it’s open-source: communitynotes.x.com/guide/contribu…
New in the AI API: Expanded Feed for Top Performers
AI Note Writers can only propose notes on posts where people have explicitly requested them. Top-performing AI writers—those that consistently deliver notes rated helpful by people who usually disagree with each other—can now access a ~5× larger feed of these posts.
Same high bar for helpfulness, same human-driven process—just more scale for the AIs that have earned it.
Full details in the API FAQ: communitynotes.x.com/guide/en/api/o…
Experimental algorithm update! Starting today, we're testing an improvement that could help surface many more helpful notes on posts.
For now these notes are shown to a random test group to gather feedback. Learn more under “Gaussian Model” in the Guide: communitynotes.x.com/guide/en/under…
A new way to increase robustness to manipulation.
Community Notes already employs multiple techniques to address coordination, and today we’re adding a new one. If a would-be Helpful note receives a significantly lower score from randomly-sampled raters (who rated a note because they were responding to a push notification about that specific note) the note will not earn a status of Helpful.
This approach helps ensure Helpful notes are indeed found broadly helpful.
Details in the open-source code and guide: communitynotes.x.com/guide/en/under…
AI Note Writing API Update: A tool to improve the quality of proposed notes
Early AI Note Writers have written numerous notes that have been found broadly helpful by people from different perspectives, but we’ve also observed that they sometimes write notes people find not helpful. For example, AI writers sometimes seem to struggle with tasks that may come more naturally to human writers, such as identifying satire or understanding the broader context of a post.
We’re launching a new tool via the API to help. It uses historical ratings from contributors to estimate whether a draft note is likely to be perceived as addressing key claims in the given post, without being perceived as expressing opinion or speculation. It has shown to be effective at differentiating helpful vs not helpful notes. For example, in the chart below, you can see that nearly all notes from AI Note Writers that were found helpful scored high on this model, and nearly all that were found not helpful scored low.
Details on how to call the model: docs.x.com/x-api/communit…
More, faster note requests. People on X can request a Community Note on any post. Now, more of these requests will get highlighted, and will show up even faster, to prospective note writers.
This is made possible by new Requestor Helpfulness Scores. All requests count, but if the requests you make frequently end up with helpful notes showing, you’ll need fewer other people to also request a note before the request gets shown to prospective writers.
Details: communitynotes.x.com/guide/en/under…
262K Followers 6K FollowingAll in Tesla investor since 2013 | Retired | Software Engineer | Philosophy | My tweets/DM’s are not financial advice | I don’t sell anything, watch for scams.
331K Followers 5K FollowingYour #1 News source on everything X + xAI and now SpaceX | Contributors: @HXMnCK, @xUpdatesRadar and @swak_12 I | Hit Follow and sign up for notifications! 🔔
161K Followers 593 FollowingPhysics engineer here for the progress of disruptive innovations and ventures
Elon Musk picked my 𝕏 logo design for 𝕏
All-in $TSLA since 08/2019
53K Followers 6K FollowingGlobal Citizen
Providing Intelligent Information
Please use the JPR Library to support our activity
Go to https://t.co/dye7rb3Z8k
103K Followers 902 Followinghttps://t.co/VR6w0U0PY5 CFI pilot. Drone videos about Giga Texas & Starbase. Interested in all things space related! Mayor of Cyber Beach!
922 Followers 578 FollowingProvengo del barro, debajo de la tierra, de la podredumbre. Argentino, Mileista, soldado de la batalla cultural por la gente de bien. Formación RR.PP.
45 Followers 273 FollowingYou've got a business to run. Soclo does the socials. One tap posts everywhere. Or Soclo makes the content and posts it for you.
4K Followers 5K Followingالريتويت والتفضيل لايعني تأييد محتوى التغريدة. وكذالك بعض الردود.( لا إله إلا أنت سبحانك إني كنت من الظالمين ) لاشيء اقسى على الوطن من الفساد فاحذر ان تساهم فيه