Time for MASSIVE change in America
— Elon Musk (@elonmusk) 10 septembre 2025
pic.twitter.com/IyUpNRHB2e
Time for MASSIVE change in America
CULTURE
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Massive Change Coming to America: Technology and Society
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They Don’t Understand What’s Coming But They Will
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They don’t understand what’s coming, but they will
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Copying Tweet Formats: Cheap Strategy with Proven Audience Reach
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FAQ #6 copying tweet formats? > feels cheap, but it works > you get exposed to the same audience that loved the original format
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Cosine Similarity and Viral Identity on Social Media
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FAQ #5 riding a trendy wave on X? that's just cosine similarity with the bangers > high-similarity with a banger boosts your own score, so proximity becomes identity align with a banger, become a banger
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Profile Visits Drive Engagement: Strong Signal for Content Strategy
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FAQ #4 profile visits? > profile clicks are a strong but awkward signal since they're hard to force, huge boost goal is to spark enough intrigue that they check your profile (profilevisitmax matters)
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Algorithm Reputation Impact: Block Effects on Social Rankings
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FAQ #3 i'm blocked by like 50k people, is that bad? > you've been algorithmically buried blocks are a direct nerf to your reputation graph, too many and your simcluster ranking crumbles
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X Algorithm: Engagement, Reputation, and Content Strategy
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tl;dr > if your tweets spark real engagement, earn trust, and get people talking-not just liking-you'll ride the algorithmic wave > X has baked in reputation, content understanding, safety filters, and real-time feedback to decide what blows up tweet accordingly
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Maximize Reach: Content Strategy for Social Media Success
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> don’t get muted or blocked
> avoid offensive language, it tanks reach
> reputation score is everything, protect it
> post stuff that takes >2s to read
> quality > spam, esp. for media (10s watch time rule)
> engagement matters: quotes + bookmarks hit hardest
> blue check helps -
X’s Diversity Filters: Algorithm Design for Feed Variety
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X's diversity filters why doesn’t your feed get spammed by 1 person or topic? diversity filters > they cap how many tweets from the an author or subject can show up > features like "author diversity" and "slop score" keep things fresh > variety=more scrolltime=more ads=more X
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Social Media Algorithm Reputation Scoring and Monetization Impact
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paying for the blue check sets your reputation score to 100 > new accounts start at -128, so you're basically toast without it then the algorithm hits you with > following-to-follower ratio adjustment > and also factors in things like your device and how old your account is