Cross-platform research
Independent research into Cross-platform’s platform behaviour — gathered from the watchdogs who produced it. Filter by organisation, topic or DSA article, then read the source.
60 reports
- EFF· Jul 2026· Cross-platform
Automated Moderation Is Here to Stay (2-part series)
Revisits EFF's 2020 position and concludes automated moderation is now permanent across platforms; issues recommendations on transparency and appeals.
Content ModerationArt. 16/20 — Notice-and-action - 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 - Public Knowledge· May 2026· Cross-platform
Getting Age Assurance Right: A Risk-Based Framework for High-Risk Online Features
Identifies three policy failures jeopardizing children's online safety and proposes a risk-tiered framework for age-appropriate experiences rather than blunt, privacy-invasive age verification.
Child Safety & MinorsArt. 28 — Protection of minors - AI Forensics· Apr 2026· Cross-platform
Artificial Elections 2.0: Generative AI in the 2026 French Elections
AI-generated content in the municipal elections remained largely unlabelled and increasingly normalized, expanding to cartoonish imagery and most prominent on the right/far right.
Election IntegrityMisinformation & Disinformation - Access Now· Mar 2026· Cross-platform
Rising repression meets global resistance: Internet shutdowns in 2025
Documented 313 shutdowns, a new record, with continued targeted blocking of social media platforms.
Platform Compliance & Governance - EU DisinfoLab· Feb 2026· Meta, Cross-platform
'Your report is important to us': unnecessary barriers to submit content reports
Analyzes how platform content-reporting mechanisms impose unnecessary barriers under the DSA.
Content ModerationPlatform Compliance & GovernanceArt. 16/20 — Notice-and-action - AI Forensics· Jan 2026· Cross-platform
Dutch Parliamentary Elections 2025 Report
Election-integrity monitoring found coordinated manipulation, new disinformation tactics, a surge in AI-generated content, and clear failures in platform moderation.
Election IntegrityMisinformation & Disinformation - 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 risk - EU DisinfoLab· Dec 2025· Cross-platform
Regulatory challenges & gaps in addressing systemic platform abuse
Election-integrity/FIMI monitoring across four countries reveals regulatory gaps in addressing systemic platform abuse.
Election IntegrityMisinformation & DisinformationPlatform Compliance & GovernanceArt. 34/35 — Systemic risk - 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 - CDT· Nov 2025· Cross-platform
What Kids and Parents Want: Policy Insights for Social Media Safety Features
Research with teens and parents identifies which safety features they actually want and use, arguing policy should center user-desired controls rather than blanket restrictions.
Child Safety & MinorsArt. 28 — Protection of minors - Public Knowledge· Aug 2025· Cross-platform
The Kids Aren't Alright Online: How To Build a Safer, Better Internet
Argues kids' online-safety policy should make platforms safer and more privacy-protective for everyone, focusing on platform design features that facilitate harm rather than blanket restrictions.
Child Safety & MinorsArt. 28 — Protection of minors - CCDH· Jul 2025· Cross-platform
Extreme Weather: false claims spread unchecked
Social media companies let false claims about the LA Fires and Hurricane Helene spread unchecked.
Misinformation & Disinformation - EU DisinfoLab· Jul 2025· Cross-platform
Platforms' policies on climate change misinformation (V2)
Updated tracking of how major platforms handle climate disinformation under the DSA, documenting policy rollbacks and weakening.
Misinformation & DisinformationPlatform Compliance & GovernanceArt. 34/35 — Systemic risk - CDT· Jun 2025· Cross-platform
Content Moderation in the Global South: Four Low-Resource Languages
Synthesizes four case studies showing platforms overwhelmingly invest in English-language moderation, leaving low-resource-language speakers under-protected and subject to both over- and under-enforcement.
Content 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 - CDT· Jun 2025· Cross-platform
Moderating Quechua Content on Social Media
Quechua-language users face significantly worse experiences (mis-moderation, reduced reach, lack of language support) than Spanish-language posters.
Content Moderation - CDT· May 2025· Cross-platform
Moderating Tamil Content on Social Media
Content policies are unevenly defined and enforced for Tamil speakers; automated moderation and Trust & Safety resourcing lag far behind English.
Content Moderation - Public Knowledge· Mar 2025· Cross-platform
Building the Digital Platform Commission: How To Design a Regulator
Makes the case for a dedicated federal digital regulator and details how to design it to enhance competition, protect consumers, and oversee dominant platforms.
Platform Compliance & Governance - 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 - Access Now· Feb 2025· Cross-platform
Emboldened: Internet shutdowns in 2024
Documented 296 shutdowns, the highest since 2016, including social-media-specific blocking during conflicts and elections.
Platform Compliance & Governance - ISD· Jan 2025· Cross-platform, Other
Behind the Curtain: Unveiling Pro-Kremlin Ecosystems in Europe
Maps pro-Kremlin information ecosystems operating across European social media and web infrastructure, detailing coordinated influence and foreign interference tactics.
Misinformation & DisinformationElection Integrity - 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 Moderation - Public Knowledge· Jan 2025· Cross-platform
A Policy Primer for Free Expression and Content Moderation
Lays out a vision for free expression and content moderation given shifts in the media, technological, political and legal landscape, reframing how policymakers should think about platform moderation.
Content ModerationPlatform Compliance & Governance - Global Witness· Jan 2025· Meta, Cross-platform
Toxic platforms, broken planet: Online abuse of environmental defenders
Of 204 land/environmental defenders surveyed, 92% had experienced online abuse or harassment tied to their work, with real-world safety and silencing effects.
Content Moderation - CDT· Dec 2024· Cross-platform
Moderating Kiswahili Content on Social Media
Kiswahili moderation suffers from limited language investment, sparse local context, and weak automated-system performance, harming users across East/Central Africa.
Content Moderation - 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 - 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 - AI Forensics· Nov 2024· Cross-platform
Artificial Elections: Generative AI in 2024 French Elections
Found 51 instances of synthetic imagery, primarily used by right-wing parties to dramatize sensationalist narratives during the 2024 elections; none were labeled as AI-generated.
Election IntegrityMisinformation & Disinformation - Global Witness· Oct 2024· TikTok, Meta, YouTube, Cross-platform
TikTok and Facebook fail to detect harmful disinformation ads (US election)
Weeks before the US presidential election, TikTok approved 50% of disinformation ads and Facebook accepted one; YouTube approved 50% initially but blocked publication pending ID verification.
Election IntegrityMisinformation & DisinformationAd Transparency & Fraud - CDT· Oct 2024· Cross-platform
Hated More: Online Violence Targeting Women of Color Candidates in the 2024 US Election
With University of Pittsburgh: women of color candidates experienced disproportionately high volumes of online abuse, hate, and mis/disinformation compared with other candidates.
Gender-Based Violence & HarassmentElection IntegrityHate Speech & Extremism - CDT· Sept 2024· Cross-platform
Moderating Maghrebi Arabic Content on Social Media
Maghrebi Arabic is frequently mis-moderated, with both wrongful takedowns and failure to catch harmful content, driven by under-investment and ill-suited automated systems.
Content 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 risk - 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 access - 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 & Extremism - 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 - EU DisinfoLab· Jul 2024· Cross-platform
Platforms' AI policy updates in 2024: labelling as the silver bullet?
Reviews platforms' 2024 updates to AI-content policies, arguing reliance on 'labelling' AI content is an insufficient response.
Misinformation & DisinformationPlatform Compliance & Governance - Check First· May 2024· TikTok, Meta, Google, Cross-platform
Confusing Google predictions and unbalanced politics on TikTok and Instagram
CrossOver Finland analysis found politically unbalanced content on TikTok and Instagram alongside confusing Google search predictions ahead of the 2024 elections.
Election IntegrityAlgorithmic Harm & Recommender Systems - 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 access - 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 transparency - Check First· Apr 2024· TikTok, Meta, Google, Cross-platform
Mozilla commissions CheckFirst to conduct a stress test of Ad Repositories
First comprehensive report on DSA-strengthened platform ad libraries, finding the ad transparency tools failing to meet their intended purpose.
Ad Transparency & FraudPlatform Compliance & GovernanceArt. 39 — Ad transparency - The Markup· Mar 2024· Meta, YouTube, Cross-platform
How Automated Content Moderation Works (Even When It Doesn't)
Explainer documenting the automated techniques (hash-matching, classifiers) platforms use to moderate billions of posts, and where these systems routinely fail.
Content Moderation - Panoptykon· Mar 2024· TikTok, Meta, YouTube, Cross-platform
Safe by Default (People vs Big Tech briefing)
Argues engagement-based recommender systems amplifying borderline content is a feature not a bug; calls on regulators to require non-profiling feeds as the default.
Algorithmic Harm & Recommender SystemsPlatform Compliance & GovernanceArt. 27 — Recommender transparency - 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 risk - Mozilla· Feb 2024· Cross-platform
In Transparency We Trust?
On platforms' AI-generated-content disclosure mechanisms; finds detection tools unreliable and disclosure approaches inconsistent across platforms.
Misinformation & DisinformationPlatform Compliance & Governance - Data & Society· Jan 2024· Cross-platform
Reckoning with Mis/Disinformation in 2024 (series)
A reflection series revisiting a decade of mis/disinformation research in the context of the 2024 US election, examining how platform information systems continue to be gamed.
Misinformation & DisinformationElection Integrity - ISD· Dec 2023· Telegram, Cross-platform
In the Blind Spot: Right-wing Extremists on Alternative and Established Platforms
Analysis of how German-language right-wing extremists build and migrate infrastructure across both mainstream and alternative platforms, exposing moderation 'blind spots.'
Hate Speech & ExtremismContent Moderation - 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 - CDT· Nov 2023· Cross-platform
More Tools, More Control: Young Users on Handling Unwanted Messages
Young users want more granular controls to manage unwanted messages; current platform tools are insufficient, with design recommendations for youth safety that preserve autonomy.
Child Safety & MinorsArt. 28 — Protection of minors - EU DisinfoLab· Sept 2023· Cross-platform
Platforms' policies on AI-manipulated and generated misinformation
Maps how major platforms address AI-manipulated and AI-generated misinformation in their policies.
Misinformation & DisinformationPlatform Compliance & Governance - 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 - 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 - Global Witness· Jun 2023· TikTok, Meta, YouTube, Cross-platform
'We need to kill them': Xenophobic hate speech approved by Facebook, TikTok and YouTube (South Africa)
Violent xenophobic test ads were approved by all three platforms; nearly every ad passed, with only one Facebook rejection.
Hate Speech & ExtremismAd Transparency & Fraud - CDT· May 2023· Cross-platform
Lost in Translation: Large Language Models in Non-English Content Analysis
Multilingual LLMs used for content moderation perform substantially worse in non-English (especially low-resource) languages; cautions against treating them as a fix for global moderation.
Content Moderation - CCDH· Apr 2023· Cross-platform
State Hate: How Iran's Press TV Uses Social Media to Promote Anti-Jewish Hatred
With ADL: Iran's state broadcaster weaponizes social platforms to spread antisemitic conspiracy content.
Hate Speech & ExtremismMisinformation & Disinformation - Global Witness· Feb 2023· TikTok, Meta, YouTube, Cross-platform
Extreme and violent anti-LGBTQ+ hate approved for publication by leading social media platforms
Test ads with extreme anti-LGBTQ+ hate were almost all approved: YouTube and TikTok approved all 10 ads, Facebook rejected only two, and all three approved the 'burn all gays' ad.
Gender-Based Violence & HarassmentHate Speech & ExtremismAd Transparency & Fraud