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DogeDesigner @cb_doge - Grok explained the newly open sourced X algorithm in 10 clear and easy points:
1) When you open the "For You" feed on X, it starts by gathering your personal info, like who you follow and what posts you've liked, replied to, or shared in the past—this helps customize what you see.
2) Next, it collects potential posts from two main places: ones from people you already follow (called in-network) and new discoveries from across all of X (called out-of-network) that might interest you.
3) The in-network posts come from a fast system that stores recent updates from your followed accounts in memory, making it quick to grab without delays.
4) For out-of-network posts, it uses smart AI to compare your interests (based on your history) with all posts on X, picking ones that seem similar or relevant through a matching process.
5) Once it has these candidate posts, it adds extra details to each, like the post's text, images, videos, author's name, and whether they're verified or if it's behind a paywall.
6) Then, it cleans up the list by removing duplicates, old posts, your own stuff, anything from blocked or muted people, keywords you don't like, or things you've already seen.
7) Now, a powerful AI model (based on Grok) looks at your past interactions and predicts how likely you are to like, reply, repost, click, or even dislike each post—giving each a score.
8) It combines these predictions into one final score per post, boosting good actions (like likes) and lowering bad ones (like blocks), while adjusting to mix in variety so one person doesn't dominate your feed.
9) The posts are sorted by these scores, and the top ones are selected to create your feed, ensuring a balanced mix of familiar and new content.
10) Finally, it does one last check to remove any deleted, spammy, violent, or inappropriate posts, then serves up the ranked feed for you to scroll through.
https://x.com/cb_doge/status/2013479028158800185
Dudes Posting Their W’s @DudespostingWs - He shows off his well-kept 1990 GMC Suburban, new transmission, pristine condition. Feels like stepping back in time
https://x.com/DudespostingWs/status/2013379441192468553
Dudes Posting Their W’s @DudespostingWs - Video: Perfect audio for this “how I met your mother” video
https://x.com/DudespostE. Debnam @e_debnam - Minnesota fraud claims continue as Nick Shirley set to testify to Congress https://www.youtube.com/shorts/UHN0Q_r-oMs
https://x.com/e_debnam/status/2013764436503220432
Ed Markey @EdMarkey - Today in Dedham we called for justice for Renee Good and everyone who has experienced violence at the hands of Trump’s ICE thugs. ICE out of our cities now.
https://x.com/EdMarkey/status/2012691584941203954
Ed Markey @SenMarkey - Invoke the 25th Amendment.
https://x.com/SenMarkey/status/2013282409463063000
Ed Markey @SenMarkey - This isn’t a Board of Peace, it’s Cash for Trump.
https://x.com/SenMarkey/status/2013700827932688746
Eduardo Bolsonaro @BolsonaroSP - President of Argentina, Javier Milei, new profile that only post in English. Follow hi
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Milei in English - Official Account @jmilei_english
FOLLOW ME
https://x.com/BolsonaroSP/status/2013578524997668899
Elon Musk @elonmusk - Reality is hard to accept sometimes
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Eric Daugherty @EricLDaugh
BREAKING: President Trump just stormed out to the Fake News and IMMEDIATELY started holding up photos of the child r*pists and m*rderers Tim Walz and Mayor Frey are defending in Minnesota
GO OFF, 47! Don't hold back!
"It's caused by the previous administration. Look!"
"Boy. These are rough characters. These are all criminal, illegal aliens, in many cases m*rderers, drug lords, drug dealers. The mentally insane."
"In other states, it's worse. The crime in Minnesota is incredible."
https://x.com/elonmusk/status/2013709438759190880
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