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#CommunityNotes

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Winbuzzer<p>X Expands Community Notes Beyond Fact-Checking to Highlight Popular Posts Across Viewpoints</p><p><a href="https://mastodon.social/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> <a href="https://mastodon.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> <a href="https://mastodon.social/tags/SocialMedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SocialMedia</span></a> <a href="https://mastodon.social/tags/ContentModeration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ContentModeration</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/Meta" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Meta</span></a> <a href="https://mastodon.social/tags/ElonMusk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElonMusk</span></a> <a href="https://mastodon.social/tags/FactChecking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FactChecking</span></a></p><p><a href="https://winbuzzer.com/2025/07/25/x-expands-community-notes-beyond-fact-checking-to-highlight-popular-posts-across-viewpoints-xcxwbn" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">winbuzzer.com/2025/07/25/x-exp</span><span class="invisible">ands-community-notes-beyond-fact-checking-to-highlight-popular-posts-across-viewpoints-xcxwbn</span></a></p>
eicker.news ᳇ tech news<p>The <a href="https://eicker.news/tags/DigitalDemocracyInstitute" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalDemocracyInstitute</span></a> of the Americas analysed <a href="https://eicker.news/tags/XTwitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>XTwitter</span></a>’s <a href="https://eicker.news/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> public dataset, focusing on English and Spanish contributions between 2021 and 2025. The analysis highlights the system’s limitations, including the lack of crucial metadata and a 14-day lag in publishing notes, which hinders its effectiveness in combating online misinformation. <a href="https://ddia.org/en/a-deep-dive-into-xs-community-notes-report?eicker.news" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ddia.org/en/a-deep-dive-into-x</span><span class="invisible">s-community-notes-report?eicker.news</span></a> <a href="https://eicker.news/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://eicker.news/tags/media" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>media</span></a> <a href="https://eicker.news/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>news</span></a></p>
Patrick Vanhoucke<p>A deep dive into <a href="https://mastodon.social/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> <a href="https://mastodon.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> contributions in English and Spanish (2021-2025) organized by <a href="https://mastodon.social/tags/DDIA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DDIA</span></a>, the Digital Democracy Institute of the Americas. Less than 10% of submitted community notes are published.</p><p><a href="https://ddia.org/en/new-report-briefing-inside-xs-community-notes" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ddia.org/en/new-report-briefin</span><span class="invisible">g-inside-xs-community-notes</span></a></p>
Patrick Vanhoucke<p>Meer dan 90 % van de door gebruikers voorgestelde <a href="https://mastodon.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> op <a href="https://mastodon.social/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> wordt nooit gepubliceerd. Dat zegt een studie van ngo <a href="https://mastodon.social/tags/DDIA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DDIA</span></a> (Digital Democracy Institute of the Americas). Dit cijfer werpt twijfel op over de doelstelling van deze methode om <a href="https://mastodon.social/tags/desinformatie" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>desinformatie</span></a> op het internet te bestrijden.</p><p><a href="https://vrtnws.be/p.BlJjoWX7Y" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">vrtnws.be/p.BlJjoWX7Y</span><span class="invisible"></span></a></p>
Marcel SIneM(S)US<p>Als Moderation: <a href="https://social.tchncs.de/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> will <a href="https://social.tchncs.de/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> von KI verfassen lassen | heise online <a href="https://www.heise.de/news/Als-Moderation-X-will-Community-Notes-von-KI-verfassen-lassen-10467129.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">heise.de/news/Als-Moderation-X</span><span class="invisible">-will-Community-Notes-von-KI-verfassen-lassen-10467129.html</span></a> <a href="https://social.tchncs.de/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://social.tchncs.de/tags/SocialMedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SocialMedia</span></a></p>
Ars Technica News<p>Everything that could go wrong with X’s new AI-written community notes <a href="https://arstechni.ca/9RnF" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arstechni.ca/9RnF</span><span class="invisible"></span></a> <a href="https://c.im/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://c.im/tags/conspiracytheories" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>conspiracytheories</span></a> <a href="https://c.im/tags/communitynotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>communitynotes</span></a> <a href="https://c.im/tags/disinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>disinformation</span></a> <a href="https://c.im/tags/misinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>misinformation</span></a> <a href="https://c.im/tags/factchecking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>factchecking</span></a> <a href="https://c.im/tags/socialmedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>socialmedia</span></a> <a href="https://c.im/tags/AIagents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagents</span></a> <a href="https://c.im/tags/Twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Twitter</span></a> <a href="https://c.im/tags/Policy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Policy</span></a> <a href="https://c.im/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://c.im/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a></p>
eicker.news ᳇ tech news<p><a href="https://eicker.news/tags/XTwitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>XTwitter</span></a> is piloting a feature that allows <a href="https://eicker.news/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://eicker.news/tags/chatbots" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>chatbots</span></a> to generate <a href="https://eicker.news/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a>, which are fact-checking comments added to posts. <a href="https://techcrunch.com/2025/07/01/x-is-piloting-a-program-that-lets-ai-chatbots-generate-community-notes/?eicker.news" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/07/01/x-is</span><span class="invisible">-piloting-a-program-that-lets-ai-chatbots-generate-community-notes/?eicker.news</span></a> <a href="https://eicker.news/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://eicker.news/tags/media" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>media</span></a> <a href="https://eicker.news/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>news</span></a></p>
☮ ♥ ♬ 🧑‍💻<p>“‘They can help deliver a lot more notes <a href="https://ioc.exchange/tags/faster" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>faster</span></a> with <a href="https://ioc.exchange/tags/LessWork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LessWork</span></a>, but ultimately the decision on what’s helpful enough to show still comes down to <a href="https://ioc.exchange/tags/humans" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>humans</span></a>,’ Coleman said Tuesday in an interview. “So we think that combination is incredibly <a href="https://ioc.exchange/tags/powerful" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>powerful</span></a>.”</p><p>There are currently hundreds of notes published to Twitter (x) every day, Coleman said, and while he doesn’t have a target for how that might change once AI is involved, there could be a “significant” increase. Twitter (x) first debuted a crowd-sourced fact-checking program when the company was still known as <a href="https://ioc.exchange/tags/Twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Twitter</span></a>, and well before Musk’s 2022 takeover. But its focus on <a href="https://ioc.exchange/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> has increased under Musk’s ownership, and has recently been adopted by other companies, including <a href="https://ioc.exchange/tags/Meta" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Meta</span></a> Platforms Inc. and <a href="https://ioc.exchange/tags/ByteDance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ByteDance</span></a> Ltd.’s <a href="https://ioc.exchange/tags/TikTok" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TikTok</span></a>.</p><p>Musk himself has said Community Notes serves as a bulwark against <a href="https://ioc.exchange/tags/FalseInformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FalseInformation</span></a>, calling it hoax kryptonite, but he is also regularly <a href="https://ioc.exchange/tags/flagged" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>flagged</span></a> by the fact-checking process for posting misleading information.”</p><p><a href="https://ioc.exchange/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> / <a href="https://ioc.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> / <a href="https://ioc.exchange/tags/AITools" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AITools</span></a> / <a href="https://ioc.exchange/tags/WhiteCollar" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WhiteCollar</span></a> / <a href="https://ioc.exchange/tags/ZeroHourWork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ZeroHourWork</span></a> / <a href="https://ioc.exchange/tags/KeithColeman" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KeithColeman</span></a> / <a href="https://ioc.exchange/tags/x" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>x</span></a> / <a href="https://ioc.exchange/tags/twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>twitter</span></a> &lt;<a href="https://bloomberg.com/news/articles/2025-07-01/x-will-deploy-ai-to-write-community-notes-expand-fact-checking" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bloomberg.com/news/articles/20</span><span class="invisible">25-07-01/x-will-deploy-ai-to-write-community-notes-expand-fact-checking</span></a>&gt; (paywall) / &lt;<a href="https://archive.md/pk7Tg" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">archive.md/pk7Tg</span><span class="invisible"></span></a>&gt;</p>
☮ ♥ ♬ 🧑‍💻<p>“<a href="https://ioc.exchange/tags/Twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Twitter</span></a> (x) is launching a way for <a href="https://ioc.exchange/tags/developers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>developers</span></a> to create <a href="https://ioc.exchange/tags/AIBots" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIBots</span></a> that can write <a href="https://ioc.exchange/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> that can potentially appear on <a href="https://ioc.exchange/tags/posts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>posts</span></a>.</p><p>Like <a href="https://ioc.exchange/tags/humans" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>humans</span></a>, the “AI Note Writers” will be able to <a href="https://ioc.exchange/tags/submit" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>submit</span></a> a Community Note, but they will only actually be shown on a post “if *found helpful* by people from different perspectives,” X says in a post on its Community Notes account. Notes written by <a href="https://ioc.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> will be “clearly marked for users” and, to start, “AIs can only write notes on posts where people have requested a note.””</p><p><a href="https://ioc.exchange/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> / <a href="https://ioc.exchange/tags/KeithColeman" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>KeithColeman</span></a> / <a href="https://ioc.exchange/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> &lt;<a href="https://www.theverge.com/news/696210/x-community-notes-ai-note-writers" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/696210/x-com</span><span class="invisible">munity-notes-ai-note-writers</span></a>&gt;</p>
Tom Stafford

The top Community Notes contributor is...an antivirus startup?

indicator.media/p/the-top-comm (£)

Curious tale about the #CommunityNotes #FactChecking system on X/Twitter, which arose out of some analysis Alexios, Zara and myself are doing on CN. It seems like one antivirus company got so frustrated with the lack of response from the X about scam posts that they decided to pump their notifications through as CNs so people could be alerted about harmful content that way

I thought someone was gaming X’s crowdsourced moderation; instead, they appear to be helping clean up the platform’s mess for free.
IndicatorThe top Community Notes contributor is...an antivirus startup?I thought someone was gaming X’s crowdsourced moderation; instead, they appear to be helping clean up the platform’s mess for free.
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