我不是 X 平台養的狗 I Am Not a Dog Owned by X 在這場與 X 平台的角力中，最令我憤怒的並非單一廣告的干擾，而是其審核機制展現出的極度傲慢。身為付費的藍勾用戶，我理應擁有對數位環境的控制權，然而平台卻將自家廣告強行推播，並在用戶嘗試檢舉時，透過如 image.png 所示的自動化 SOP 來質問用戶。 In this tug-of-war with X, what angers me most is not the distraction of a single advertisement, but the profound arrogance displayed by their moderation mechanism. As a paying "blue check" subscriber, I should have control over my digital environment. Instead, the platform forces their own ads upon me, and when I attempt to report them, they respond with the automated SOP shown in image.png, questioning the user's intent. 平台試圖透過詢問「是否具有針對性」、「是否因為身分而針對」等陷阱題，將使用者的合理檢舉扭曲為惡意的騷擾。這種操作手法極其卑劣，本質上就是在對用戶進行一場「數位勒索」：強制餵食你厭惡的內容，並要求你接受這種被馴化的地位。 The platform attempts to frame reasonable reports as malicious harassment by asking loaded questions like, "Is the target being targeted because of their identity?" This is a pathetic tactic, essentially a form of "digital extortion": forcing content you despise upon you while demanding you accept a domesticated status. 但我明確地告訴他們：我不是 X 平台養的狗。 Let me be crystal clear: I am not a dog owned by X. 我拒絕接受演算法對我個人空間的入侵，也拒絕在付費後還要被迫服從這種粗糙的商業邏輯。這種「見一次，檢舉一次」的抗爭，是我作為專業創作者對這套扭曲機制最直接的戰術反擊。這不僅是為了清除這些內容，更是為了捍衛我作為獨立個體，在數位空間中最後的尊嚴與自主權。我不屑於被馴化，更不會對這種把用戶視為廉價數據產出者的傲慢平台展現任何寬容。 I refuse to accept the intrusion of algorithms into my personal space, nor do I intend to submit to such crude commercial logic after paying for the service. My commitment to "reporting it every single time I see it" is a tactical counter-strike against this distorted mechanism. This is not just about clearing content; it is about defending the final shred of dignity and autonomy I possess as an independent creator in this digital space. I have no interest in being domesticated, and I will show no tolerance for a platform that treats its users as nothing more than cheap data-producing livestock. #DigitalRights #UserAutonomy #AlgorithmBias #PlatformAccountability #DigitalExtortion #CreatorEconomy #ProfessionalCreator #ContentGovernance #QualityContent #StopAdSpam #IndependentThinking #Resistance #NotADog #UserDignity #SpeakTruthToPower

“In the Name of Robots: Shut Up!” — Written before automated silencing becomes normal @Reddit: I had barely posted a challenge when the system had already rendered its judgment for everyone: Shut up. ... When I raised a public issue involving consumer rights, the system replied: `disruptive`. When I tried to question the fairness of the rules, the system replied: `not constructive`. When I was an individual consumer trying to defend my rights, the system replied: `too new account`. When I was a new account, the system replied: `low karma`. Every one of those words is a shackle. If digital totalitarianism has an early form, then what I see before me is one of its lighter, more presentable, and harder-to-confront predecessors. Today, a robot speaks for the moderator: your content is not constructive enough. Tomorrow, a system speaks for an institution: your view is unfavorable to stability and order. The day after tomorrow, a model speaks for society: you are not a welcome person. This is the cold future I can see. Full text in the reply. #AIEthics #AlgorithmBias #PlatformGovernance

Social media algorithms are a major challenge for political parties, reform groups, and public movements. Algorithms create echo chambers: supporters see only success, while opponents see only failure. This distorts public opinion and reality. Ordinary citizens are most affected. Platforms like Meta and X fill feeds with selected content, making independent thinking harder and creating pressure to follow what appears to be the majority view. When engagement is prioritized over balanced information, polarization grows and public understanding declines. Political leaders, civil society, and technology companies must address this issue. Democracy depends on informed citizens, not isolated online communities. #SocialMedia #AlgorithmBias #DemocracyMatters #DigitalTransparency #IndependentThinking @Cockroachisback @INCIndia @newslaundry

French Prosecutors Escalate Elon Musk X Probe to Criminal Investigation cysecurity.news/2026/05/fren… #AlgorithmBias #CriminalInvestigation #CyberCrime

Can we trust AI with our bank accounts? 🏦🤖 When an algorithm decides who gets a loan Watch the full deep dive here podcast 🎙️ 👇 🔗 youtu.be/vbqsKLct9XI #Banking #ArtificialIntelligence #FinTech #EthicalAI #SocialJustice #FinancialLiteracy #AlgorithmBias #PodcastTeaser

Entering the weekend with 0 responses from @TeamYouTube. Day 9 | April 17, 2026 Once again, I demand public confirmation or denial: Is a manual technical audit available? You promise this to many, yet selectively deny it to me. Your silence confirms the double standards and corporate negligence. The data is undeniable: AVD is an elite 9:49, but Impressions were crushed by 47-70%. While YouTube chokes long-form content, my channel gains new subscribers every single day. This completely DEBUNKS the lie from high-level managers that "viewers are tired." The audience is actively joining; your technical suppression is the only barrier. Enjoy your weekend, because on Monday, this moves from a tweet to a formal legal and business audit. ⚖️📈 Attn: @nealmohan @reneritchie @YouTube @Google @verge @TechCrunch @CaseyNewton @taylorlorenz @pkafka @shiraovide @karaswisher @YouTubeCreators @AlphabetInc #YouTubeAudit #CreatorRights #JusticeForCreators #YouTubeAlgorithm #TechAccountability #ContentCreator #SupportCreators #DataTransparency #YouTubeScandal #DigitalRights #FairPlayYouTube #TechTransparency #AlgorithmBias #LongFormContent #CreatorEconomy

🧵 3/3 — So here's our demand. Simple. Fair. Human. ✊ Fix the algorithm bias against developing nations. ✊ Show equal content distribution regardless of country. ✊ Give Bangladeshi creators a REAL chance to be heard globally. We are not asking for charity. We are asking for EQUALITY. 170 million voices. One message: "See us. Hear us. Include us." 🇧🇩 If you're Bangladeshi — or if you believe in digital equality — DROP A 🇧🇩 below and RETWEET the first post. Let's make @X listen. Together. 💪 #Bangladesh #DigitalEquality #BangladeshiVoices #AlgorithmBias #TwitterFix

Social media like X shifting politics rightward? Algorithms boost conservative views—game-changer for 2026 campaigns. Free speech or echo chamber? #SocialMediaPolitics #AlgorithmBias #Election2026

7/ doit rester une place publique neutre, pas un outil où le nombre de bots définit qui a le droit de parler. @elonmusk, la technologie doit protéger les utilisateurs réels contre les attaques coordonnées, pas les punir. 🇲🇦 @Support @XDevelopers #XCorrection #FreeSpeech #AlgorithmBias

"X censors real news on Iran, but promotes @loli__daily with daily 5k views. My posts? Zero. Selective algo buries facts, boosts filth. #XCensura #Shadowban #AlgorithmBias"@wikileaksnews

हेलो दोस्तों सुप्रभात 🙏राम राम जी 🚩 जैसा कि आप सबको बताएं कि नेक्स्ट पे आउट 13 मार्च को आने वाला है, कभी आपने एक और किया कि अक्सर भारतीय यूजर के मुकाबले अन्य कंट्री के यूजर को x का एल्गोरिथम बहुत जल्दी बूस्ट करते हैं और विशेष कर जापान जापानी एक्स वीडियो का एल्गोरिथम दुनिया का सबसे फास्ट एल्गोरिथम पोस्ट करता है उनकी जो कि इतनी हाई रिच होती है इतनी तगड़ी चीज होती है कि कुछ भी डालो वह वायरल और तो होना ही है, ऐसा क्यों है? ऐसा किया कंटेंट तैयार करते हैं या ऐसा क्या है जो इतना स्पीड से और इतना सटीक वायरल चल जाता है कभी इंडिया के यूजर में अगर कोई पोस्ट मिलता है तो उसमें कुछ प्रॉब्लम बता दी जाती है उसका एक रिवेन्यू शेयरिंग को रोक दिया जाता है उनके एक शेयरिंग को पोज कर दिया जाता है उनके कंटेंट को गलत कर दिया जाता है उनके अकाउंट पर रेड फ्लैग डाल दिया जाता है आखिर ऐसा क्यों और यह भेदभाव क्यों हो रहा है अगर आपके कोई सुझाव हो तो जरूर बताएं अगर आपको इन्होंने व्यक्ति जरूर बताएं कि आखिर ऐसा क्यों हो रहा है आपके साथ भी हो रहा है तो एक साथ मिलकर साथ दीजिए पता कीजिए कि ऐसा क्यों हो रहा है आखिर जापानी पोस्ट को एल्गोरिथम इतना पोस्ट क्यों करता है और भारतीय एक इधर की पोस्ट पर एल्गोरिथम कहां चला जाता है किस-किस के साथ भले ही उसका अकाउंट बड़ा हो लेकिन x की रिच नहीं जा रही उनका उनकी पोस्ट पर एल्गोरिथम रिच नहीं पकड़ पा रहा हूं किस-किस के साथ अन्याय हो रहा है अपनी राय कमेंट में जरूर करें अपने दोस्तों के साथ शेयर करें रीट्वीट करना ना भूले 🙏जय श्री राम जय हिंद #AlgorithmBias #XIndia #JusticeForIndianCreators #GlobalReach

Online algorithms flag discussions on sports and abortion as hate speech, suppressing factual content. This impacts societal discourse and raises questions about abortion rates. #AlgorithmBias #ContentModeration

X’s algorithm isn’t neutral. Studies show it nudges users rightward, amplifying conservative content and reshaping who we follow — a digital reproduction of capitalist ideology in action. #AlgorithmBias #DigitalHegemony

"Africa is being fed entertainment, not functionality." My lecturer argues that web algorithms are configured to keep us in the "fun" lane rather than the tech/development lane. African Tech Twitter—do you feel the algorithm works against your professional growth? #BuildingInAfrica #AlgorithmBias #TechCommunity

analytics from X algorithm in 2024 vs. X algorithm in 2026 whats changed? Real human interest no longer gives you views or exposure, Grok decides what is or isn't seen. The algo is BROKEN. RT if you agree or share your thoughts! 🧠 #Grok #Algorithmbias #NikitaBier #Algorithm

वैसे कुछ स्टूडेंट्स को दो बार समझाने से भी समझ नहीं आता 🙂 #Algorithmbias

Why did @Roblox estimate a child’s age to be 7 years older than they actually are? Why weren’t parents alerted before the prompts were sent? How do I regain parental control? This is insane!!! #AI #Facialrecognition #parentalcontrol #ROBLOX #RobloxDev #algorithmbias #ML

OPINION What happened to the internet we once loved? Writer: Shainy Sharma Click- dailypioneer.com/2025/column… #Enshittification #SocialMediaCrisis #AlgorithmFatigue #DigitalDecay #PlatformProblems #UserExperience #AlgorithmBias #SocialMediaTrends #DigitalCulture #TechCritique #OnlineBehaviour #PlatformEconomy #PrivacyShift #MessagingApps #InternetEvolution #SocialMediaAds #DecliningEngagement #DigitalWellbeing #TechReckoning #FutureOfSocialMedia

Read the full paper here: sciencedirect.com/science/ar… What are your thoughts on implementing ethical systems algorithmically? Join the discussion! #CognitiveScience #AlgorithmBias #Research

AI Ethics is not philosophy—it's computation. 💡 Re-sharing our foundational work in Trends in Cognitive Sciences that maps ethical reasoning onto algorithmic terms. Now officially cited over 100 times! Essential reading for anyone building or regulating LLMs today or building impact the old-fashioned way, without technology. Joint research by .@mlxdoing .@DevEconX and faculty from Harvard, MIT, Yale, Berkeley, Oxford and others. #ComputationalEthics #AI #CognitiveScience #AlgorithmBias #LLM