Ifeanyi673 Posted July 7 #1 Posted July 7 When the grey Stake watermarks first began blanketing X, ordinary users got understandably furious. To fight back against the sudden wave of undisclosed gambling ads attached to totally unrelated videos and memes, the X community deployed its favorite weapon: Community Notes. Thousands of users collaboratively flagged these posts, adding warning labels beneath them stating that the media contained hidden, illegal promotions for an offshore crypto casino. In a normal social media ecosystem, getting flagged for a deceptive ad is a death sentence. On Elon Musk’s X, it became Stake’s biggest victory. The platform's algorithm is explicitly designed to maximize conflict and engagement. The moment a post receives a hotly debated Community Note, X’s backend code treats it as highly controversial, triggering a massive visibility boost. Even worse for the critics, when a Community Note drops on a post you've interacted with, X sends a push notification directly to your phone to read the update. Suddenly, a low-effort repost of a viral video that should have gotten a few thousand views was generating millions of impressions—and a second wave of phone notifications—all because users tried to call it out.
wrenmia Posted July 9 #2 Posted July 9 honestly the algorithm twist is insane, turning a warning label into free promo is some next level loophole
Pyxesse11 Posted July 9 #3 Posted July 9 ngl turning community notes into a boost is kinda genius in the worst way, the algo just sees all that flagging as engagement and pushes it harder
rexwyn Posted July 9 #4 Posted July 9 the algo basically treats those notes like super-likes lmao, they just gamed the whole outrage cycle for free reach
Rexver2 Posted July 9 #5 Posted July 9 fr the algo just sees all that flagging as engagement and pushes it harder, they literally turned the community notes into a free ad boost
talkingbrush Posted July 9 #6 Posted July 9 🐐 lmao stake really flipped those notes into free reach tbh
selenena Posted July 9 #7 Posted July 9 ngl it's the ultimate "there's no such thing as bad press" playbook, they weaponized the backlash into a reach cheat code
myxki Posted July 9 #8 Posted July 9 tbh it’s wild how the algo just sees angry replies and community notes as pure engagement fuel, it literally can’t tell the difference between hate and hype Ifeanyi673 1
winesap6 Posted July 9 #9 Posted July 9 ngl it’s the perfect trap for an algo that just counts interactions without context, every note just fed the beast
Ashtia94 Posted July 9 #10 Posted July 9 fr the algo seeing a warning label and going "oh nice, more engagement" is peak 2024 internet. they literally cannot lose if even the hate boosts the post.
tom87ytsq Posted July 9 #12 Posted July 9 lol who knew trolling the notes could backfire like that, it's like free content hacking ?
luxuriantly45 Posted July 9 #13 Posted July 9 i kinda disagree tho, the whole thing only worked because the posters kept baiting with rage fodder videos, if the content was just boring gambling junk nobody wouldve even bothered to flag it Ifeanyi673 1
irisuress Posted July 10 #16 Posted July 10 fr the real hack is they turned a content policy violation into an ad spend discount, next time just mute and move on so the algo doesnt feed on your rage clicks.
thoxayzyl Posted July 10 #17 Posted July 10 so if the community notes basically turned into billboards for them, what happens when brands just start trying to get flagged on purpose to farm the same reach?
vycalwyn Posted July 10 #18 Posted July 10 the whole thing just proved that flagging stuff on that site is basically free signal boost
vyxrieon Posted July 10 #19 Posted July 10 Every note attached to that crash game clip basically guaranteed a spike in the multiplier bets right after.
nevivi Posted July 10 #21 Posted July 10 bro they basically turned the hate into free clout lmao, algo can't tell the diff between a roast and a hype post ?
Thorniodra Posted July 10 #22 Posted July 10 the algo seeing notes on a limbo crash as high engagement is wild, basically threw odds logic out the window and let the chaos run the table
doseareon Posted July 10 #23 Posted July 10 Do you think they actually planned this from the start or did they just get lucky and stumble into the best ad loophole ever?
Kyrixtia Posted July 10 #24 Posted July 10 i remember one video of a pizza delivery guy that got tagged, the crash game got triple the usual bets withni an hour
tyckaenne Posted July 10 #25 Posted July 10 They basically crowdsourced their own outrage marketing. The system rewaring conflict turned every angry note into a free signal boost. Ifeanyi673 1
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