AI incident ·
'Pravda' Network, Successor to 'Portal Kombat,' Allegedly Seeding AI Models with Kremlin Disinformation
In brief
An AI system built by You.Com, Xai and 8 others and deployed by Tigerweb, Storm 1516 and 7 others allegedly harmed Policymakers, National Security And Intelligence Stakeholders and 10 others.
- Risk domain
- Malicious Actors & Misuse
- Occurred
- Coverage
- 27 reports
What happened
A purported Moscow-based disinformation network, Pravda, allegedly infiltrated AI models by flooding the internet with pro-Kremlin falsehoods. A NewsGuard audit found that 10 major AI chatbots repeated these narratives 33% of the time, citing Pravda sources as legitimate. The tactic, called "LLM grooming," manipulates AI training data to embed Russian propaganda. Pravda is part of Portal Kombat, a larger Russian disinformation network identified by VIGINUM in February 2024, but in operation sinc
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
- Law on Artificial Intelligence (2025)
- Law No. 132/2025 on artificial intelligence
- EU AI Act
- Texas Responsible AI Governance Act (TRAIGA)
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 (27)
Titles link to the original publisher; report text is not reproduced here.
Who was involved
- Alleged developer
- You.Com, Xai, Perplexity, Openai, Mistral, Microsoft, Meta, Inflection, Google, Anthropic
- Alleged harmed party
- Policymakers, National Security And Intelligence Stakeholders, Media Consumers, Journalists, Journalistic Integrity, Governments, Government Of Ukraine, General Public Of Ukraine, General Public, Epistemic Integrity, Democratic Integrity, Chatbot Users
Classification (MIT AI Risk Repository taxonomy)
- Risk domain
- Malicious Actors & Misuse
- Risk subdomain
- 4.1 Disinformation, surveillance, and influence at scale
- Causal entity
- Human
- Intent
- Intentional
- 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."
- 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/...
- Political and Economic
"Political and Economic - Manipulation of political beliefs, damage to political institutions and the effective delivery of government services."
- Electoral interference
"Electoral interference - Generation of false or misleading information that can interrupt or mislead voters and/or undermine trust in electoral processes."
- 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"
- 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...
- 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...
- 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...
Incidents in the same risk subdomain
- Suspected AI-Generated Deepfake Video Reportedly Targeted Former Chhattisgarh Chief Minister Bhupesh Baghel on Instagram
- Purported AI-Generated War Footage Reportedly Circulated Widely Online During the Opening Phase of the War in Iran
- Purportedly AI-Manipulated Satellite Image Reportedly Claimed Iranian Strike Destroyed U.S. Radar in Qatar
- Network of Allegedly Fake Facebook Profiles with Purportedly AI-Generated Images Amplified Posts by Bulgaria's 'There Is Such a People' (ITN) Party
- Purportedly AI-Generated Image Reportedly Circulated Ahead of Thai Election Depicting PM Anutin Charnvirakul Dining with Benjamin Mauerberger
- Purportedly AI-Altered Images Reportedly Distort Evidence After Minneapolis Shooting of ICU Nurse Alex Pretti
Source record: incident #968 on the AI Incident Database · all 27 reports