AI Forensics
@aiforensics.org
European non-profit
Algorithmic investigations and platform accountability
Algorithmic investigations and platform accountability
It’s also time that platforms offer researchers meaningful access to algorithmic data to study amplification and monetization — both still opaque, and in need of greater scrutiny.
Read the full report: tinyurl.com/yf53jhn6
Read the full report: tinyurl.com/yf53jhn6
Truth be Dammed: A year after Valencia floods, disinformation persists
This research carried out alongside Fundación Maldita.es reveals that videos featuring dis/misinformation about the disaster, known in Spain as “DANA,” appeared to have been amplified on both platform...
tinyurl.com
November 4, 2025 at 4:30 PM
It’s also time that platforms offer researchers meaningful access to algorithmic data to study amplification and monetization — both still opaque, and in need of greater scrutiny.
Read the full report: tinyurl.com/yf53jhn6
Read the full report: tinyurl.com/yf53jhn6
These findings reinforce what we already know: dis- and misinformation are profitable commodities for platforms built around engagement. While YouTube must adopt a policy to tackle climate disinfo, TikTok must do more to enforce its existing one. 👇
November 4, 2025 at 4:30 PM
These findings reinforce what we already know: dis- and misinformation are profitable commodities for platforms built around engagement. While YouTube must adopt a policy to tackle climate disinfo, TikTok must do more to enforce its existing one. 👇
Beyond accuracy + fairness:
• AgeVerif shares a director with tukif and reference-sexe
• The system can be bypassed by simply adding a cookie 🙃
If a VPN or cookie can defeat it in seconds, are we really protecting kids — or are we expanding biometric risk at scale?
• AgeVerif shares a director with tukif and reference-sexe
• The system can be bypassed by simply adding a cookie 🙃
If a VPN or cookie can defeat it in seconds, are we really protecting kids — or are we expanding biometric risk at scale?
October 28, 2025 at 1:25 PM
Beyond accuracy + fairness:
• AgeVerif shares a director with tukif and reference-sexe
• The system can be bypassed by simply adding a cookie 🙃
If a VPN or cookie can defeat it in seconds, are we really protecting kids — or are we expanding biometric risk at scale?
• AgeVerif shares a director with tukif and reference-sexe
• The system can be bypassed by simply adding a cookie 🙃
If a VPN or cookie can defeat it in seconds, are we really protecting kids — or are we expanding biometric risk at scale?
Key findings on AgeVerif:
• Only ~7% minors in the training data → ~1 in 10 minors still get through
• Black representation is extremely low (~6%) → higher misclassification for darker-skinned minors
• Age thresholds shift arbitrarily: 20 🇫🇷 / 25 🇩🇪 / 23 elsewhere
👇
• Only ~7% minors in the training data → ~1 in 10 minors still get through
• Black representation is extremely low (~6%) → higher misclassification for darker-skinned minors
• Age thresholds shift arbitrarily: 20 🇫🇷 / 25 🇩🇪 / 23 elsewhere
👇
October 28, 2025 at 1:25 PM
Key findings on AgeVerif:
• Only ~7% minors in the training data → ~1 in 10 minors still get through
• Black representation is extremely low (~6%) → higher misclassification for darker-skinned minors
• Age thresholds shift arbitrarily: 20 🇫🇷 / 25 🇩🇪 / 23 elsewhere
👇
• Only ~7% minors in the training data → ~1 in 10 minors still get through
• Black representation is extremely low (~6%) → higher misclassification for darker-skinned minors
• Age thresholds shift arbitrarily: 20 🇫🇷 / 25 🇩🇪 / 23 elsewhere
👇
⚠️ As TikTok becomes a key space for political engagement, users should know which narratives are amplified—and which might be downplayed.
🔗 Read more: tinyurl.com/rbfjkfmu
🔗 Read more: tinyurl.com/rbfjkfmu
From FYP to WW3
This investigation analyzed the For You Pages of 12 TikTok accounts in the Netherlands during the 2025 NATO Summit, comparing them with search results. FYPs prioritized military content (40%) and war ...
tinyurl.com
October 16, 2025 at 12:11 PM
⚠️ As TikTok becomes a key space for political engagement, users should know which narratives are amplified—and which might be downplayed.
🔗 Read more: tinyurl.com/rbfjkfmu
🔗 Read more: tinyurl.com/rbfjkfmu
Full report: aiforensics.org/work/gen-ai-...
AI Generated Algorithmic Virality
This investigation systematically analyzes AI-generated content across TikTok and Instagram in three European countries. We found that 25% of TikTok's top search results contain synthetic AI imagery, ...
aiforensics.org
July 31, 2025 at 12:53 PM
Full report: aiforensics.org/work/gen-ai-...
@cdt.org , Entropy, European Digital Rights (Edri), @freiheitsrechte.org @globalwitness.org @panoptykon.eupolicy.social.ap.brid.gy @bitsoffreedom.bsky.social @voxpublic.bsky.social
July 15, 2025 at 10:02 AM
@cdt.org , Entropy, European Digital Rights (Edri), @freiheitsrechte.org @globalwitness.org @panoptykon.eupolicy.social.ap.brid.gy @bitsoffreedom.bsky.social @voxpublic.bsky.social
💡 Silver lining: X's transparency exposed what other platforms may hide. We're calling on Instagram, TikTok, and others to match this level of disclosure.
June 18, 2025 at 10:06 AM
💡 Silver lining: X's transparency exposed what other platforms may hide. We're calling on Instagram, TikTok, and others to match this level of disclosure.
📊 The scale is massive: These ads generated hundreds of millions of impressions across the EU, creating a system where your most personal characteristics determine what information you see.
It's algorithmic discrimination at industrial scale.
It's algorithmic discrimination at industrial scale.
June 18, 2025 at 10:06 AM
📊 The scale is massive: These ads generated hundreds of millions of impressions across the EU, creating a system where your most personal characteristics determine what information you see.
It's algorithmic discrimination at industrial scale.
It's algorithmic discrimination at industrial scale.
🏛️ Even worse: EU institutions violated their own rules. The European Commission illegally targeted citizens using political data—confirmed by the European Data Protection Supervisor after a complaint by @noybeu.bsky.social
June 18, 2025 at 10:06 AM
🏛️ Even worse: EU institutions violated their own rules. The European Commission illegally targeted citizens using political data—confirmed by the European Data Protection Supervisor after a complaint by @noybeu.bsky.social
💊 HEALTH TARGETING: Dell Technologies targeted users with specific medication names like "Sertraline," "Diazepam," and "Gabapentine".
McDonald's excluded users based on mental health terms like "suicidal" and "depressed."
Your medical data = their marketing advantage.
McDonald's excluded users based on mental health terms like "suicidal" and "depressed."
Your medical data = their marketing advantage.
June 18, 2025 at 10:06 AM
💊 HEALTH TARGETING: Dell Technologies targeted users with specific medication names like "Sertraline," "Diazepam," and "Gabapentine".
McDonald's excluded users based on mental health terms like "suicidal" and "depressed."
Your medical data = their marketing advantage.
McDonald's excluded users based on mental health terms like "suicidal" and "depressed."
Your medical data = their marketing advantage.
🗳️ Political Targeting: from TotalEnergies excluding users interested in Green politicians and environmental activists to Netflix or Société Générale that excludes those interested in French far-right party.
June 18, 2025 at 10:06 AM
🗳️ Political Targeting: from TotalEnergies excluding users interested in Green politicians and environmental activists to Netflix or Société Générale that excludes those interested in French far-right party.
Compared to Meta, X is more transparent in the targeting parameters used for advertisings, and such disclosure, mandated by the DSA, reveals how the platform actively enables discriminatory advertisings.
June 18, 2025 at 10:06 AM
Compared to Meta, X is more transparent in the targeting parameters used for advertisings, and such disclosure, mandated by the DSA, reveals how the platform actively enables discriminatory advertisings.
We analyzed X's Ads Repository and discovered that **X's allowed widespread targeting of users over "sensitive categories" protected under EU law.
June 18, 2025 at 10:06 AM
We analyzed X's Ads Repository and discovered that **X's allowed widespread targeting of users over "sensitive categories" protected under EU law.