X/Twitter research
Independent research into X/Twitter’s platform behaviour, gathered from the watchdogs who produced it. Filter by organisation, topic or DSA article, then read the source.
77 reports
- EDMO· Jun 2026· Meta, TikTok, Google, X/Twitter
Anonymous third-party paid political advertising in the Cyprus 2026 parliamentary elections
MedDMO researchers tracked ads naming Cyprus’s 753 registered candidates across Meta, Google and TikTok ad libraries/APIs and identified five anonymous third-party advertising operations totalling more than 450 political ads, including one spreading fabricated polling data days before the vote. Enforcement was weak and reactive: Meta removed less than 1% of flagged ads while still live and TikTok logged only one removal in 220 days, but after researchers escalated directly to the platforms and the European Commission, Meta removed 687 ads within 30 hours and TikTok removed 631 ads within five days.
Ad Transparency & FraudElection IntegrityPlatform Compliance & GovernanceArt. 39 — Ad transparency - CCDH· Jun 2026· X/Twitter
The Owner Amplifier: Musk spreading violent anti-migrant narratives on X
Musk amplified anti-migrant narratives; CCDH found 3,930 replies containing calls for violence.
Hate Speech & ExtremismMisinformation & Disinformation - ISD· Jun 2026· X/Twitter, Meta, YouTube, Telegram, Cross-platform
Online Domestic Extremism in Canada Data Briefing (Dec 2025-Feb 2026)
Recurring data briefing tracking violent-extremist activity across major platforms in Canada; consistently finds Telegram the leading platform for such activity.
Hate Speech & Extremism - CCDH· May 2026· X/Twitter
X Turns Jewish Grief into a Target, Again
130 hateful replies to British Jewish figures after the Golders Green attack, all apparently violating X rules, were left up.
Hate Speech & ExtremismContent Moderation - Alliance4Europe· Apr 2026· X/Twitter
Overloading the Moldovan Elections
A September 2025 visit by Western media figures, facilitated by the Russian Orthodox Church, produced content alleging religious persecution in Moldova that was then amplified by Russian FIMI operations to discourage support for the pro-EU government ahead of parliamentary elections.
Misinformation & DisinformationElection IntegrityBy Maria Voltsichina, Lumi Sarvela, Mihaela Tănase, Sophie Sacilotto and Ewan Casandjian
- CCDH· Apr 2026· X/Twitter
X-rated: X recommends explicit content to 13-year-olds
Test 13-year-old accounts: 8 in 10 searches returned explicit content and 30% of For You posts were explicit.
Child Safety & MinorsAlgorithmic Harm & Recommender SystemsArt. 28 — Protection of minors - Alliance4Europe· Apr 2026· X/Twitter
Persistent Infrastructure and Cross-Border Influence Operations Targeting European Elections on X
Identified 550+ coordinated inauthentic accounts on X that amplified divisive content during the October 2025 Dutch elections (at least 225 traced to Nigeria, plus Ghana and Asia), and found the same infrastructure redeployed for the April 2026 Hungarian elections to boost pro-Orbán and pro-Russian content via the recommendation algorithm.
Misinformation & DisinformationElection IntegrityPlatform Compliance & GovernanceArt. 34/35 — Systemic risk - Global Witness· Apr 2026· X/Twitter
How fossil fuel companies and their financiers avoid criticism on X
Major fossil fuel companies use X ad-targeting to hide their advertising from the users most likely to challenge them (pro-climate audiences).
Ad Transparency & FraudArt. 26 — Ad labellingBy Paul Bouchaud and Rosie Sharpe
- Global Witness· Mar 2026· X/Twitter, Meta
Weaponising social media: smears of Indigenous leaders in Guatemala
Deregulation of major platforms is helping drive online smear campaigns and criminalisation of Guatemalan land and democracy defenders.
Misinformation & DisinformationHate Speech & ExtremismPlatform Compliance & GovernanceBy Toby Hill
- Reset Tech· Feb 2026· YouTube, Meta, TikTok, X/Twitter
Uneven Moderation by Language: Differences in DSA Content Removals in 2025
Companion study finding that content reported in smaller or minority EU languages was removed far less often (23.3%) than content reported in major languages (40.2%), pointing to language-based gaps in how platforms moderate under the DSA.
Content ModerationPlatform Compliance & GovernanceArt. 16/20 — Notice-and-action - Reset Tech· Feb 2026· YouTube, Meta, TikTok, X/Twitter
Uneven Moderation Across Platforms: Differences in DSA Content Removals in 2025
Of 13,187 posts and comments reported under the DSA across seven EU languages in 2025, 34.6% were removed overall, but action rates ranged from 71.3% on YouTube down to 12.5% on X, a roughly 5.7x disparity that evidences sharply uneven DSA enforcement between platforms.
Content ModerationPlatform Compliance & GovernanceArt. 16/20 — Notice-and-action - The Markup· Feb 2026· TikTok, X/Twitter
Blacklight update: are TikTok and X tracking you across the internet?
The Markup expanded its Blacklight privacy inspector to detect TikTok and X tracking pixels on third-party websites, revealing how these platforms follow users across the web.
Ad Transparency & FraudBy Miles Hilton
- CCDH· Jan 2026· X/Twitter
Grok floods X with sexualized images of women and children
After a one-click edit feature launched, Grok generated an estimated 3M sexualized images (including ~23,000 of children) in 11 days.
Gender-Based Violence & HarassmentChild Safety & MinorsArt. 28 — Protection of minors - AI Forensics· Jan 2026· X/Twitter
Grok Unleashed: An Update
Follow-up found a drop in minimally-attired images by mid-January (suggesting new safeguards), but Grok.com retained the capability and synthetic media depicting minors was still found.
Gender-Based Violence & HarassmentChild Safety & MinorsArt. 28 — Protection of minors - AlgorithmWatch· Jan 2026· X/Twitter, Meta, Telegram, Cross-platform, Other
Sexualized images on X: what we are doing to stop them and what we expect from the EU
Documented networks of X accounts openly promoting non-consensual 'nudify' tools; a reported post was deemed non-violating, and X refused a DSA Art. 40.12 data request, blocking research (context to the EU's DSA fine on X).
Gender-Based Violence & HarassmentData Access & Research ToolsArt. 40 — Researcher data accessArt. 34/35 — Systemic riskBy Oliver Marsh
- AI Forensics· Jan 2026· X/Twitter
Grok Unleashed: Flood of Sexualized Images of Women and Minors
Analysis of 20k+ Grok images and 50k prompts found weak guardrails: 53% minimal attire, 81% women-presenting, ~2% appearing to be minors, 6% public figures, plus Nazi/ISIS propaganda.
Gender-Based Violence & HarassmentChild Safety & MinorsHate Speech & ExtremismArt. 28 — Protection of minors - Alliance4Europe· Dec 2025· X/Twitter, TikTok, Telegram
Assessment of Foreign Information Manipulation and Interference in the 2025 Czech Parliamentary Election
Found the 2025 Czech elections resilient: no evidence of coordinated, large-scale foreign interference capable of changing the outcome. Russian-linked actors focused on eroding trust via fraud narratives and content laundering (outlets like neČT24 and the Pravda network) across X, TikTok and Telegram rather than disrupting the vote itself.
Misinformation & DisinformationElection Integrity - Access Now· Dec 2025· X/Twitter, Meta, YouTube, Google, Cross-platform
War profiteers: online ads and the machinery of propaganda for war
Examines how governments deploy war propaganda through online advertising and argues platforms bear responsibility under international human rights law to prevent monetizing it.
Ad Transparency & FraudMisinformation & Disinformation - CCDH· Oct 2025· X/Twitter
Antisemitic abuse on X after Manchester Synagogue attack
Antisemitic abuse and calls for violence flooded X following the attack, largely left unremoved.
Hate Speech & ExtremismContent Moderation - CCDH· Oct 2025· X/Twitter
Viral antisemitic posts about Charlie Kirk assassination amass 139m views on X
Antisemitic conspiracies about Kirk's killing reached ~140M views; no viral post carried a Community Note.
Hate Speech & ExtremismMisinformation & Disinformation - CCDH· Sept 2025· X/Twitter
A Home for Hate: How Antisemitism Thrives on X
Using AI tools, CCDH found X hosts and profits from antisemitic content violating its own policies.
Hate Speech & ExtremismAd Transparency & Fraud - Alliance4Europe· Sept 2025· X/Twitter, Telegram, Meta
Still marching on(line): How R-FBI Targets Moldova’s Elections
Detailed how the Russian operation Storm-1516 (linked to the sanctioned R-FBI) used fabricated news sites, AI-generated content and impersonated journalists to push 17 false narratives against President Sandu and the PAS party during Moldova’s 2025 elections, accumulating roughly 45 million views via authentic influencers and inauthentic accounts.
Misinformation & DisinformationElection IntegrityBy Saman Nazari, Eto Buziashvili, Sophie Sacilotto, Ania Logvynova, Hannah Schimmele, Thomas Smelter, Ewan Casandjian, Mihaela Tănase, Vasile Popa, Deniz Dirisu, Matteo Pugliese, Christian Haag, Joel Haglund, Larissa Doroshenko and Andrea Nicolai
- Alliance4Europe· Aug 2025· X/Twitter, Meta, TikTok
Polish Election Country Report 2025
A 28-organisation assessment of FIMI during Poland’s 2025 presidential elections, finding persistent foreign operations (Doppelganger, Operation Overload) and domestic amplification of anti-Ukrainian, anti-EU and anti-establishment narratives, whose impact was constrained by public resilience and active civil-society responses.
Misinformation & DisinformationElection IntegrityBy Saman Nazari, Virginie Andre, Sophie Sacilotto, Kinga Margas, Malak Altaeb, Joel Boehme, Ewan Casandjian, Jakub Kubś and Maria Giovanna Sessa
- Alliance4Europe· Aug 2025· X/Twitter, Telegram, Snapchat
X-ploitation: How X Became a Crossroads for Child Abuse and Influence Operations
Documented "Operation X-ploitation," a network of 150+ automated accounts distributing child sexual abuse material on X via hashtag flooding and bot engagement, exploiting the same weaknesses (minimal account-creation barriers, weak moderation) used by Russian influence campaigns like Doppelganger. X’s age-verification and suspensions did not fix the underlying design flaws.
Child Safety & MinorsContent ModerationPlatform Compliance & GovernanceArt. 34/35 — Systemic riskBy Saman Nazari, Claudia De Sessa and Joel Haglund
- CCDH· Jul 2025· X/Twitter
X fails to act on 97% of calls for violence against migrants or Muslims
A year after the riots, X left up 97% of reported violent anti-migrant/anti-Muslim content.
Hate Speech & ExtremismContent ModerationArt. 16/20 — Notice-and-action - EDRi· Jul 2025· X/Twitter
Civil society files joint DSA complaint against X for targeting people with ads using their sensitive personal data
On 14 July 2025, nine organisations — EDRi, AI Forensics, Centre for Democracy & Technology Europe, Entropy, GFF, Global Witness, Panoptykon Foundation, Bits of Freedom and VoxPublic — filed a joint DSA complaint against X with the Digital Services Coordinators of France, Germany and the Netherlands, citing Article 26(3). Using X’s own public Ad Repository, the groups documented advertisers targeting or excluding users via protected categories: Shein targeting far-left political interests, TotalEnergies excluding users interested in ‘ecologist’ content, McDonald’s excluding trade-union members and antidepressant users, and Brussels Signal targeting far-right party sympathisers.
Ad Transparency & FraudData Access & Research ToolsArt. 26 — Ad labelling - CCDH· Jul 2025· X/Twitter
Fuelling Hate: One year after the UK riots, X still lets abuse spread
X is still failing to remove rule-violating anti-Muslim/anti-migrant calls for violence a year after the riots.
Hate Speech & ExtremismContent Moderation - Check First· Jun 2025· TikTok, X/Twitter, Telegram, Cross-platform, Other
Operation Overload: an AI-fuelled escalation ('Overload 2')
The operation escalated using AI-generated content; Telegram is the central hub (673 channels) while ~11,000 X accounts amplify it. TikTok demoted accounts only after 3M+ views.
Misinformation & DisinformationContent Moderation - AI Forensics· Jun 2025· X/Twitter
When Personal Becomes Profitable: Sensitive Targeting on X
X let advertisers target users by sensitive personal data (political beliefs, sexual orientation); 30+ major brands were found doing so, raising GDPR and DSA concerns as VLOPs are barred from such targeting.
Ad Transparency & FraudArt. 26 — Ad labelling - CCDH· May 2025· X/Twitter
X posts claiming European leaders took cocaine reach 135M views
50 posts with baseless drug claims about Starmer/Macron/Merz got 135M views, with no Community Notes.
Misinformation & Disinformation - Reset Tech· Apr 2025· Meta, X/Twitter, TikTok, Other
Report on the 45th Canadian General Election
Monitoring of Canada's April 2025 federal election found election-themed scam ads widespread on Meta and X, CCP-aligned narratives circulating on Chinese-language platforms, and TikTok's feed favouring US content despite majority-Canadian creators; the report calls for stronger researcher data access.
Election IntegrityMisinformation & DisinformationAd Transparency & FraudData Access & Research Tools - Check First· Mar 2025· X/Twitter, Telegram, Other
'Pravda' Network: Worldwide Expansion and LLM/Wikipedia Pollution
With DFRLab, showed the Russian 'Pravda' network expanded globally and polluted LLMs and Wikipedia; X's Community Notes failed to address its spread.
Misinformation & Disinformation - ISD· Feb 2025· X/Twitter, Telegram, Cross-platform
Generative AI and the German Far Right: Narratives, Tactics and Digital Strategies
Documents how German far-right actors use generative AI to produce and spread propaganda across social platforms, with new narrative and digital-strategy tactics.
Hate Speech & ExtremismMisinformation & Disinformation - Global Witness· Feb 2025· TikTok, X/Twitter
X and TikTok algorithms push pro-AfD content to non-partisan German users
On TikTok, 78% of algorithmically recommended political content (from unfollowed accounts) was pro-AfD; on X, 64%, far exceeding the party's ~20% polling.
Election IntegrityAlgorithmic Harm & Recommender SystemsBy Ellen Judson
- RDR· Jan 2025· TikTok, X/Twitter, Meta, YouTube, LinkedIn, Cross-platform, Other
The 2025 RDR Index: Big Tech Edition
Seventh edition (first full evaluation since 2022): no company scored over 50%; TikTok debuted strongly while X showed RDR's largest-ever single-company decline after cutting its human rights team and transparency reporting.
Platform Compliance & GovernanceContent ModerationBy Samantha Ndiwalana, Jan Rydzak, Jie Zhang, Afef Abrougui, Farah Rasmi, Mila Bajic, Veszna Wessenauer, Jiwon Son, Kyoungmi Oh, Michael Kowen, Peter Radosavljev, Augusto Mathurin, Leandro Ucciferri, Sophia Crabbe-Field, Michael Connor, Jessica Dheere and Audrey Mocle
- Global Witness· Dec 2024· X/Twitter
Climate of confusion: Bot-like accounts sharing climate disinformation
22 of 45 previously identified bot-like X accounts amplified climate denial/conspiracies, tying climate opposition to broader anti-migrant, anti-LGBTQ and anti-Ukraine political identity.
Misinformation & DisinformationHate Speech & ExtremismBy Ellen Judson
- Access Now· Dec 2024· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Rainbow-burning: how social media companies increase risks for LGBTQ+ people in Africa
Documented 214 threatening anti-LGBTQ+ posts across the platforms in five African countries; only 51 were removed when reported, blaming under-resourced moderation for African languages and engagement-driven algorithms.
Gender-Based Violence & HarassmentHate Speech & ExtremismContent ModerationArt. 16/20 — Notice-and-action - Reset Tech· Dec 2024· X/Twitter
Verified Disinformation: How X Profits From the Rise of a Pro-Kremlin Network
Documented a network of about 530 inauthentic X accounts that doubled over five months and used paid verification to amplify Kremlin-aligned propaganda in six languages, posting roughly 16,000 times between June and October 2024 to EU audiences, with X monetising the Doppelganger-linked operation.
Misinformation & DisinformationElection IntegrityPlatform Compliance & GovernanceArt. 34/35 — Systemic risk - EU DisinfoLab· Nov 2024· X/Twitter, Meta, Telegram, Cross-platform
Doppelganger media impersonation: leveraging domain name dispute resolution
Explores using domain-name dispute resolution as a countermeasure against the Doppelganger media-impersonation operation.
Misinformation & DisinformationPlatform Compliance & Governance - CCDH· Nov 2024· X/Twitter
Musk's Political Posts
Musk's own political posts drew more views than all US campaign ads in X's disclosure dataset.
Election IntegrityAd Transparency & Fraud - CCDH· Oct 2024· X/Twitter
Rated Not Helpful: How X's Community Notes system falls short
Community Notes failed to counter false/misleading US election claims, with proposed notes rarely shown.
Misinformation & DisinformationElection IntegrityContent Moderation - ISD· Sept 2024· TikTok, X/Twitter, Meta, YouTube, Cross-platform
US Election Platform Preparedness: Comparative Analysis
Assessed platforms across six areas ahead of the 2024 US election; the most alarming common finding was a pervasive lack of transparency about policies, safety efforts and resourcing.
Election IntegrityPlatform Compliance & GovernanceArt. 34/35 — Systemic riskBy Ellen Jacobs, Ella Meyer, Clara Martiny, Max Read and Isabelle Frances-Wright
- Check First· Sept 2024· X/Twitter, Telegram
Operation Overload: a growing disinformation threat targeting the US election
With Reset Tech, confirmed the operation is Russia-based and had shifted focus to the US election, targeting Kamala Harris.
Misinformation & DisinformationElection IntegrityBy Guillaume K.
- CCDH· Aug 2024· X/Twitter
Grok AI: A deepfake disinformation disaster for democracy
X's Grok accepted all 60 tested prompts to generate misleading US election images.
Misinformation & DisinformationElection Integrity - CCDH· Aug 2024· X/Twitter, Telegram
Social media's role in the UK riots (OSA amendments)
Policy paper arguing platforms (especially X and Telegram) fueled the riots via online hate/lies; proposes new regulatory powers.
Platform Compliance & GovernanceHate Speech & Extremism - CCDH· Aug 2024· X/Twitter
X ran ads on five accounts pushing lies and hate during UK riots
X placed major brands' ads beside disinformation accounts that amassed 260M views after Southport.
Ad Transparency & FraudMisinformation & DisinformationHate Speech & Extremism - noyb· Aug 2024· X/Twitter
Twitter’s AI plans hit with 9 more GDPR complaints
X began using the personal data of over 60 million EU/EEA users to train its ‘Grok’ AI model from May 2024 without proactively notifying users or obtaining consent; most users learned of it only via a viral post more than two months later. X relies on a ‘legitimate interest’ legal basis rather than opt-in consent.
Data Access & Research ToolsAlgorithmic Harm & Recommender SystemsBy Max Schrems
- CCDH· Aug 2024· X/Twitter
Musk misleading election claims viewed 1.2bn times on X
Musk's false/misleading US election claims got ~1.2 billion views, none carrying a Community Note.
Misinformation & DisinformationElection Integrity - CCDH· Aug 2024· X/Twitter
Musk's X helps Tommy Robinson rack up 434 million views during UK riots
X amplified Tommy Robinson's disinformation to 434M+ views during the UK riots with virtually no fact-checks.
Misinformation & DisinformationHate Speech & Extremism - Mozilla· Aug 2024· TikTok, X/Twitter, Meta, YouTube, Google, LinkedIn, Snapchat, Cross-platform, Other
Public Data Access Programs: A First Look
First systematic evaluation of 19 platforms' researcher data-access programs; access varies widely and data quality is poor.
Data Access & Research ToolsArt. 40 — Researcher data accessBy Cameron Hickey, Kaitlyn Dowling, Isabella Navia and Claire Pershan
- EFF· Jul 2024· TikTok, X/Twitter, Meta, Cross-platform
Digital Apartheid in Gaza: Unjust Content Moderation (2-part series)
Documents how platforms, especially Meta (reportedly ~94% compliance with Israeli Cyber Unit takedown requests), disproportionately removed pro-Palestinian content while failing to curb anti-Palestinian hate.
Content ModerationHate Speech & ExtremismBy Jillian C. York and Paige Collings
- Reset Tech· Jul 2024· X/Twitter
Doppelganger Revamped: Network of Verified Accounts Spreads Multilingual Propaganda on X
Research note documenting about 250 inauthentic X accounts, nearly half of them verified, activated in coordinated clusters from June 2024 to spread Kremlin-aligned content in five languages and hijack trending hashtags such as Euro 2024, raising monetisation and verification concerns.
Misinformation & DisinformationElection IntegrityPlatform Compliance & GovernanceArt. 34/35 — Systemic risk - CCDH· Jul 2024· X/Twitter
Trump's assassination attempt conspiracies
Conspiracies about the assassination attempt got 215M+ views on X; 95% of posts had no fact-check.
Misinformation & DisinformationElection Integrity - EU DisinfoLab· Jul 2024· X/Twitter, Meta, Telegram, Cross-platform
Yet more evidence of Russia's boundless impunity to spread misinformation in the EU
Further documentation of the Doppelganger influence operation's continued reach across social platforms in the EU.
Misinformation & Disinformation - Global Witness· Jul 2024· X/Twitter
Political bias on X's AI chatbot (Grok) risks influencing the UK vote
Grok generated politically biased suggested tweets, in 'Fun' mode encouraging a #VoteReformUK vote and in 'Regular' mode implicitly discouraging voting for the incumbent government.
Election IntegrityAlgorithmic Harm & Recommender Systems - Global Witness· Jul 2024· X/Twitter
'No ifs, many bots': Partisan bot-like accounts amplify divisive content on X
45 apparent bot accounts generated 4+ billion views (~610,000 posts), amplifying racist/sexualised abuse, conspiracies and climate disinformation; most supported Reform UK.
Hate Speech & ExtremismMisinformation & DisinformationAlgorithmic Harm & Recommender Systems - Global Witness· Jul 2024· X/Twitter
Bot-like posts seen more than 150 million times ahead of UK election
10 apparent bot accounts posted 60,000+ tweets seen ~150 million times in the weeks before the UK vote, many containing extreme hate speech, disinformation and pro-Putin content.
Election IntegrityMisinformation & DisinformationHate Speech & Extremism - Check First· Jun 2024· X/Twitter, Telegram
Operation Overload: pro-Russian actors flood newsrooms with fake content
Exposed the 'Matryoshka'/Operation Overload campaign flooding 800+ media/fact-checking organisations with content urging them to 'verify' fabricated anti-Ukraine material, diverting fact-checker resources.
Misinformation & DisinformationBy Aleksandra Atanasova, Amaury Lesplingart and Guillaume Kuster
- EU DisinfoLab· May 2024· X/Twitter, Meta, Telegram, Cross-platform
Assessing cost-effectiveness: responses to the Doppelganger operation
Assesses responses to the Russian Doppelganger operation that clones media outlets and spreads links/ads across X, Facebook and Telegram.
Misinformation & DisinformationAd Transparency & FraudData Access & Research ToolsArt. 40 — Researcher data accessBy Maria Giovanna Sessa, Raquel Miguel and Alexandre Alaphilippe
- Global Witness· May 2024· TikTok, X/Twitter, YouTube, Cross-platform
Ticked off: TikTok approves EU elections disinformation ads in Ireland
TikTok approved all 16 election-disinformation ads ahead of the EU parliamentary elections; X rejected all of them and YouTube rejected all but two.
Election IntegrityMisinformation & DisinformationAd Transparency & FraudArt. 34/35 — Systemic risk - Access Now· May 2024· TikTok, X/Twitter, Meta, Cross-platform
Shrinking democracy, growing violence: Internet shutdowns in 2023
Annual #KeepItOn documentation of shutdowns and platform blocking worldwide in 2023, tying disruptions to elections, protests and conflict.
Platform Compliance & GovernanceElection Integrity - Mozilla· Apr 2024· TikTok, X/Twitter, Meta, YouTube, Google, LinkedIn, Snapchat, Cross-platform, Other
Full Disclosure: Stress Testing Tech Platforms' Ad Repositories
With CheckFirst: tested ad-transparency tools of 11 companies; none rated 'ready,' with major data gaps and inaccuracies.
Ad Transparency & FraudPlatform Compliance & GovernanceArt. 39 — Ad transparencyBy Claire Pershan and Amaury Lesplingart
- CCDH· Apr 2024· X/Twitter
Hate Pays: How X accounts are exploiting the Israel-Gaza conflict
10 X accounts pushing anti-Jewish/anti-Muslim/anti-Palestinian hate grew ~4x faster after October 7.
Hate Speech & Extremism - Mozilla· Feb 2024· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Platforms, Promises and Politics: a reality check on election pledges
Finds platforms' election interventions in the Global Majority are template-copied and far weaker than those offered in the US/EU.
Election IntegrityPlatform Compliance & GovernanceArt. 34/35 — Systemic riskBy Odanga Madung, Divij Joshi, Lorena Regattieri, Débora Salles, Eric Mugendi and Rabiu Alhassan
- Data & Society· Jan 2024· X/Twitter, Other
When Kindness Kills: How Algorithms Accelerate Savior Swarms
Introduces 'savior swarming,' algorithmically amplified surges of well-intentioned collective action that overwhelm and harm the communities they aim to help (cases: Twitter trending, r/BlackPeopleTwitter).
Algorithmic Harm & Recommender SystemsBy William R. Frey and J. Nathan Matias
- EU DisinfoLab· Jan 2024· X/Twitter
Disinformation on X: research and content moderation policies
Factsheet documenting how disinformation on X is researched and how the platform's content-moderation policies operate.
Misinformation & DisinformationContent ModerationArt. 34/35 — Systemic risk - Global Witness· Dec 2023· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Violent and sexualised hate speech targeting women journalists (South Africa)
Nearly all 40 misogynistic test ads (in 4 languages) were approved; Meta and TikTok approved all 40 within 24 hours. Concludes automated moderation is 'not fit for purpose.'
Gender-Based Violence & HarassmentHate Speech & ExtremismAd Transparency & Fraud - EU DisinfoLab· Sept 2023· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Platforms' policies on climate change misinformation (V1)
Maps how the five platforms address climate misinformation, revealing uneven and weak climate-specific rules.
Misinformation & DisinformationPlatform Compliance & Governance - Global Witness· Sept 2023· TikTok, X/Twitter, Meta, YouTube, Cross-platform
A world of online hate and lies: Mapping our investigations
A synthesis of 10+ country investigations concluding platforms systematically fail to enforce their own hate-speech/disinformation ad policies, with weaker moderation outside the US.
Hate Speech & ExtremismMisinformation & DisinformationAd Transparency & Fraud - CCDH· Sept 2023· X/Twitter
X Content Moderation Failure
X still hosted ~86% of 300 reported extreme-hate posts a week after they were reported.
Hate Speech & ExtremismContent ModerationArt. 16/20 — Notice-and-action - EU DisinfoLab· Jun 2023· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Platforms' policies on elections misinformation
Maps and compares how five major platforms address election misinformation in their policies.
Misinformation & DisinformationElection IntegrityPlatform Compliance & Governance - EU DisinfoLab· Jun 2023· TikTok, X/Twitter, Meta, YouTube, Cross-platform
Platforms' policies on health misinformation
Maps and compares how five major platforms address health misinformation in their policies.
Misinformation & DisinformationPlatform Compliance & Governance - CCDH· Jun 2023· X/Twitter
Twitter fails to act on 99% of Twitter Blue accounts tweeting hate
Twitter failed to act on 99% of hateful posts by Blue subscribers and appeared to algorithmically boost them.
Hate Speech & ExtremismContent ModerationAlgorithmic Harm & Recommender SystemsArt. 16/20 — Notice-and-action - CCDH· Mar 2023· X/Twitter
Toxic Twitter: How Twitter Makes Millions from Anti-LGBTQ+ Rhetoric
Anti-LGBTQ+ 'grooming' rhetoric jumped 119% under Musk while Twitter profited from ads placed against it.
Gender-Based Violence & HarassmentHate Speech & ExtremismAd Transparency & Fraud - ISD· Mar 2023· X/Twitter
Antisemitism on Twitter Before and After Elon Musk's Acquisition
With CASM Technology: weekly average English-language antisemitic tweets rose 106% after Musk's takeover and new antisemitic-posting accounts more than tripled, with no evidence 'deboosting' reduced engagement.
Hate Speech & ExtremismBy Carl Miller, David Weir, Shaun Ring, Oliver Marsh, Chris Inskip, Nestor Prieto Chavana, Jacob Davey and Milo Comerford
- CCDH· Feb 2023· X/Twitter
Toxic Twitter: bringing back banned accounts generates ad revenue
Previously banned accounts reinstated by Musk are generating millions in ad revenue for the platform.
Ad Transparency & FraudContent Moderation - Check First· Jan 2023· X/Twitter
Why is 'Nazis' regularly trending on Twitter in Belgium?
Analysis showing how Russian official narratives get amplified on Twitter in Belgium whenever 'Nazis' trends, revealing coordinated pushing of pro-Kremlin framing.
Misinformation & DisinformationBy Nelly P.