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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>
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>
☮ ♥ ♬ 🧑‍💻<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>
Winbuzzer<p>X Pilots AI-Generated Community Notes, Blending Chatbots with Human Fact-Checkers</p><p><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/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/ContentModeration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ContentModeration</span></a> <a href="https://mastodon.social/tags/Grok" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Grok</span></a> <a href="https://mastodon.social/tags/FactChecking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FactChecking</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/Misinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Misinformation</span></a></p><p><a href="https://winbuzzer.com/2025/07/02/x-pilots-ai-generated-community-notes-blending-chatbots-with-human-fact-checkers-xcxwbn/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">winbuzzer.com/2025/07/02/x-pil</span><span class="invisible">ots-ai-generated-community-notes-blending-chatbots-with-human-fact-checkers-xcxwbn/</span></a></p>
Tom Stafford<p>The top Community Notes contributor is...an antivirus startup?</p><p><a href="https://indicator.media/p/the-top-community-notes-contributor-is-an-antivirus-startup-9354" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">indicator.media/p/the-top-comm</span><span class="invisible">unity-notes-contributor-is-an-antivirus-startup-9354</span></a> (£)</p><p>Curious tale about the <a href="https://mastodon.online/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> <a href="https://mastodon.online/tags/FactChecking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FactChecking</span></a> 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</p>
Tom Stafford<p>Community Notes Can’t Save Social Media From Itself</p><p><a href="https://www.bloomberg.com/opinion/features/2025-03-18/community-notes-on-x-and-meta-can-t-save-social-media-from-itself" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">bloomberg.com/opinion/features</span><span class="invisible">/2025-03-18/community-notes-on-x-and-meta-can-t-save-social-media-from-itself</span></a></p><p><a href="https://mastodon.online/tags/DataJournalism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataJournalism</span></a> on the X/Twitter <a href="https://mastodon.online/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> data suggests <br>- CN are getting faster, but are still slow (median is +14 hours after original post)<br>- A smaller % of notes are being published (personally, not sure that is bad if overall submission number is up)<br>- the content for notes overwhelming comes from traditional media, wikipedia and fact-checkers</p>
PrivacyDigest<p><a href="https://mas.to/tags/Meta" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Meta</span></a> plans to test and tinker with X’s community notes <a href="https://mas.to/tags/algorithm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>algorithm</span></a> </p><p>Meta plans to test out X's algorithm for <a href="https://mas.to/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> to <a href="https://mas.to/tags/crowdsource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>crowdsource</span></a> fact-checks that will appear across <a href="https://mas.to/tags/Facebook" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Facebook</span></a> , <a href="https://mas.to/tags/Instagram" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Instagram</span></a> , and <a href="https://mas.to/tags/Threads" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Threads</span></a>.</p><p><a href="https://arstechnica.com/tech-policy/2025/03/meta-plans-to-test-and-tinker-with-xs-community-notes-algorithm/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">arstechnica.com/tech-policy/20</span><span class="invisible">25/03/meta-plans-to-test-and-tinker-with-xs-community-notes-algorithm/</span></a></p>
Tom Stafford<p>Meta: Testing Begins for Community Notes on Facebook, Instagram and Threads<br> <a href="https://about.fb.com/news/2025/03/testing-begins-community-notes-facebook-instagram-threads/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">about.fb.com/news/2025/03/test</span><span class="invisible">ing-begins-community-notes-facebook-instagram-threads/</span></a> </p><p>- in US initially, across several languages<br>- no dampening of posts which attract Notes<br>- they're going to start with the original CN algorithm from X/twitter<br>- repeats claim that professional fact checkers are biased</p><p><a href="https://mastodon.online/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> <a href="https://mastodon.online/tags/FactChecking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FactChecking</span></a></p>
Tyler K. Nothing<p><a href="https://hear-me.social/tags/Musk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Musk</span></a> and <a href="https://hear-me.social/tags/TFG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TFG</span></a> and the <a href="https://hear-me.social/tags/MAGA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MAGA</span></a> masses are so accustomed to lying and getting away with it, they just spew meaningless garbage without a care in the world? Something now immediately contradicts something said a week or so ago? Who cares! It’s not like anyone gives a damn, anyway, and if they do there’s nothing they can do to stop it, so again… who cares!</p><p>Take <a href="https://hear-me.social/tags/Xitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Xitter</span></a>’s <a href="https://hear-me.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> as an example. They were great because Musk didn’t need to pay people to keep toxic shit off the Official Social Network of Shitposting® because the “community” would handle that. But now that those same notes are being “gamed” by filthy libs, “he” is going to have to “fix” them, so I guess not the bestest anymore?</p><p>These 20G 90º turns at speed are quite jarring. <a href="https://hear-me.social/tags/socialmedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>socialmedia</span></a> <a href="https://hear-me.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://hear-me.social/tags/capitalism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>capitalism</span></a> <a href="https://hear-me.social/tags/fascism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fascism</span></a> <a href="https://arstechnica.com/tech-policy/2025/02/elon-musk-to-fix-community-notes-after-they-contradict-trump/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">arstechnica.com/tech-policy/20</span><span class="invisible">25/02/elon-musk-to-fix-community-notes-after-they-contradict-trump/</span></a></p>
PrivacyDigest<p><a href="https://mas.to/tags/ElonMusk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ElonMusk</span></a> to “fix” Community Notes after they contradict <a href="https://mas.to/tags/Trump" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Trump</span></a> <br> <br><a href="https://mas.to/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> are supposed to be added to posts to limit <a href="https://mas.to/tags/misinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>misinformation</span></a> spread after a broad consensus is reached among X users with diverse viewpoints on what corrections are needed. But <a href="https://mas.to/tags/Musk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Musk</span></a> now claims a "fix" is needed to prevent supposedly outside influencers from allegedly gaming the system.<br><a href="https://mas.to/tags/takeover" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>takeover</span></a> <a href="https://mas.to/tags/Twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Twitter</span></a></p><p><a href="https://arstechnica.com/tech-policy/2025/02/elon-musk-to-fix-community-notes-after-they-contradict-trump/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">arstechnica.com/tech-policy/20</span><span class="invisible">25/02/elon-musk-to-fix-community-notes-after-they-contradict-trump/</span></a></p>
Mossad-Ultrá Oliver 📟<p>Free speech absolutist 🤪<br><a href="https://die-partei.social/tags/Musk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Musk</span></a> <a href="https://die-partei.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> <a href="https://die-partei.social/tags/RIPTwitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RIPTwitter</span></a> <a href="https://die-partei.social/tags/TwitteRx" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TwitteRx</span></a> <a href="https://die-partei.social/tags/Zensur" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zensur</span></a><br><a href="http://www.taz.de/Nach-Streit-auf-X/!6071104/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://www.</span><span class="ellipsis">taz.de/Nach-Streit-auf-X/!6071</span><span class="invisible">104/</span></a></p>
petersuber<p>New study: "We use crowd-sourced assessments from X’s <a href="https://fediscience.org/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> program to examine whether there are partisan differences in the sharing of misleading information. Unlike previous studies, misleadingness here is determined by agreement across a diverse community of platform users, rather than by fact-checkers. We find that 67% more posts by <a href="https://fediscience.org/tags/Republicans" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Republicans</span></a> are flagged as misleading compared to posts by <a href="https://fediscience.org/tags/Democrats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Democrats</span></a>."<br><a href="https://osf.io/preprints/psyarxiv/vk5yj_v2" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/vk5y</span><span class="invisible">j_v2</span></a> </p><p><a href="https://fediscience.org/tags/Misinformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Misinformation</span></a> <a href="https://fediscience.org/tags/SocialMedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SocialMedia</span></a> <a href="https://fediscience.org/tags/Twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Twitter</span></a> <a href="https://fediscience.org/tags/X" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>X</span></a> <a href="https://fediscience.org/tags/USPol" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>USPol</span></a> <a href="https://fediscience.org/tags/USPolitics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>USPolitics</span></a></p>
Kirt in Queensland<p>🧵1</p><p>Please rate or write some <a href="https://aus.social/tags/twitter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>twitter</span></a> <a href="https://aus.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> on this <a href="https://aus.social/tags/climate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climate</span></a> denial rubbish from <a href="https://aus.social/tags/OneNation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OneNation</span></a> senator <a href="https://aus.social/tags/MalcolmRoberts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MalcolmRoberts</span></a> </p><p><a href="https://aus.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> :birdsite: <a href="https://twitter.com/i/birdwatch/t/1559797262678720514" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">twitter.com/i/birdwatch/t/1559</span><span class="invisible">797262678720514</span></a> Link goes directly to the community notes, which are currently all stuck on "Needs more ratings - Not shown on Twitter"</p><p><a href="https://aus.social/tags/Tweet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tweet</span></a> :birdsite: <a href="https://twitter.com/MRobertsQLD/status/1559797262678720514" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">twitter.com/MRobertsQLD/status</span><span class="invisible">/1559797262678720514</span></a> Link goes to Mal's tweet in the usual twitter interface. </p><p>I am not sure if the ratings count if you have not signed up for <a href="https://aus.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> or have not been accepted yet … but it is worth a try?</p><p>And you can sign up via the "join" button on that page.</p><p>If the first link doesn't work (or you don't trust my links) you can also sign up for <a href="https://aus.social/tags/CommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CommunityNotes</span></a> via the link in the pinned tweet on their official page :birdsite: <a href="https://twitter.com/CommunityNotes" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">twitter.com/CommunityNotes</span><span class="invisible"></span></a></p><p>Unfortunately there seems to be a long waiting list.</p><p>You can follow the @CommunityNotes twitter page Mastodon via a few different mirror bots. These are unofficial mirrors, they don't send any comments or likes back to twitter. But a lot of instance admins block these twitter mirror bots because they create too much traffic, or cause confusion by being mistaken for profiles of people who are also here on Mastodon. </p><p><a href="https://aus.social/tags/TwitterCommunityNotes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TwitterCommunityNotes</span></a></p><p>cc other mes <span class="h-card"><a href="https://mastodon.social/@kirt" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>kirt@mastodon.social</span></a></span> <span class="h-card"><a href="https://mastodon.au/@kirt" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>kirt@mastodon.au</span></a></span> <span class="h-card"><a href="https://ecoevo.social/@kirt" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>kirt@ecoevo.social</span></a></span></p>