YouTube Recommendations Implicated in Political Radicalization of User

Laws that address this harm

Policy angle: Classified under Malicious Actors & Misuse (Disinformation, surveillance, and influence at scale) in the MIT AI Risk Repository taxonomy; 5 recorded instruments address this use case.

• India DPDP Act India · Partially applicable · binding
• Law on Artificial Intelligence (2025) Kazakhstan · Adopted · binding
• Law No. 132/2025 on artificial intelligence Italy · In force · binding
• EU AI Act European Union · Partially applicable · binding
• Texas Responsible AI Governance Act (TRAIGA) Texas (United States) · In force · binding

Matched from the record's risk domain and country to the instruments recorded here. A reviewer can correct the match in the repository (data/external/incident_overrides.yaml).

News reports (1)

Titles link to the original publisher; report text is not reproduced here.

1. 8 Jun 2019
   The Making of a YouTube Radical

   nytimes.com · Kevin Roose

Who was involved

Alleged deployer

Youtube

Alleged developer

Youtube

Alleged harmed party

Youtube Young Male Users, Youtube Male Users, Caleb Cain

Classification (MIT AI Risk Repository taxonomy)

Risk domain

Malicious Actors & Misuse

Risk subdomain

4.1 Disinformation, surveillance, and influence at scale

Causal entity

AI

Intent

Unintentional

Timing

Post-deployment

Harm level

—

Sectors

—

Countries

—

Risk entries describing this failure mode

Entries from the MIT AI Risk Repository coded to subdomain 4.1.

• Political manipulation

  "Political manipulation - Use or misuse of personal data to target individuals’ interests, personalities and vulnerabilities with tailored political messages via micro-advertising or deepfakes/synthetic media."

  A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)

• Coercion/manipulation

  "Coercion/manipulation - Use of a technology system to covertly alter user beliefs and behaviour using nudging, dark patterns and/or other opaque techniques, resulting in potential erosion of privacy, addiction, anxiety/...

  A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)

• Political and Economic

  "Political and Economic - Manipulation of political beliefs, damage to political institutions and the effective delivery of government services."

  A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)

• Electoral interference

  "Electoral interference - Generation of false or misleading information that can interrupt or mislead voters and/or undermine trust in electoral processes."

  A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)

• Political

  "In the UK, a form of initial computational propaganda has already happened during the Brexit referendum1 . In future, there are concerns that oppressive governments could use AI to shape citizens’ opinions"

  The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks (Allianz2018)

• Biased influence through citizen screening and tailored propaganda

  "AI-powered chatbots tailor their communication approach to influence individual users' decisions. In the UK, a form of initial computational propaganda has already happened during the Brexit referendum. In future, there...

  The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks (Allianz2018)

• Surveillance and Censorship

  "Content moderation has emerged as one of the key use-cases of LLMs (Weng et al., 2023), indicating the potential of LLMs for surveillance and censorship as well (Edwards, 2023). Surveillance and censorship are one of th...

  Foundational Challenges in Assuring Alignment and Safety of Large Language Models (Anwar2024)

• Disinformation and manipulation of public opinion

  "AI, particularly general- purpose AI, can be maliciously used for disinformation (351), which for the purpose of this report refers to false information that was generated or spread with the deliberate intent to mislead...

  International Scientific Report on the Safety of Advanced AI (Bengio2024)

Incidents in the same risk subdomain

• 28 Apr 2026Suspected AI-Generated Deepfake Video Reportedly Targeted Former Chhattisgarh Chief Minister Bhupesh Baghel on Instagram
• 28 Feb 2026Purported AI-Generated War Footage Reportedly Circulated Widely Online During the Opening Phase of the War in Iran
• 28 Feb 2026Purportedly AI-Manipulated Satellite Image Reportedly Claimed Iranian Strike Destroyed U.S. Radar in Qatar
• 22 Feb 2026Network of Allegedly Fake Facebook Profiles with Purportedly AI-Generated Images Amplified Posts by Bulgaria's 'There Is Such a People' (ITN) Party
• 7 Feb 2026Purportedly AI-Generated Image Reportedly Circulated Ahead of Thai Election Depicting PM Anutin Charnvirakul Dining with Benjamin Mauerberger
• 24 Jan 2026Purportedly AI-Altered Images Reportedly Distort Evidence After Minneapolis Shooting of ICU Nurse Alex Pretti

Other incidents involving Youtube

• 1 Nov 2020YouTube Recommendation Reportedly Pushed Election Fraud Content to Skeptics Disproportionately
• 28 Jun 2020YouTube's AI Mistakenly Banned Chess Channel over Chess Language Misinterpretation
• 15 Mar 2019The Christchurch shooter and YouTube’s radicalization trap
• 4 Feb 2019YouTube's Algorithms Failed to Remove Violating Content Related to Suicide and Self-Harm
• 1 Feb 2019YouTube’s Recommendation Algorithm Allegedly Promoted Climate Misinformation Content
• 23 Apr 2018Content Using Bestiality Thumbnails Allegedly Evaded YouTube’s Thumbnail Monitoring System