Reported AI-Generated Videos Allegedly Posed as Kosovo Election Vox Pops Before June 7, 2026 Vote

Videos reported as AI-generated were allegedly circulated by Gazeta Bota and Peja LIVE on Facebook before Kosovo's June 7, 2026 elections, posing as citizen interviews and media reports. The clips reportedly manufactured voter sentiment by presenting synthetic interviewees as real citizens in Kosovo media-style election reports.

Risk classification

• Primary risk domain: 4 Malicious actors
• Primary risk subdomain: 4.1 Disinformation, surveillance, and influence at scale

The incident involves the coordinated creation and distribution of AI-generated deepfakes to conduct a large-scale political influence campaign targeting the Kosovo electorate.

Additional risk subdomains

• 3.2 Pollution of information ecosystem and loss of consensus reality: The use of fabricated media reports risks damaging trust in professional journalism and creating widespread informational confusion during an election campaign.

Causal factors

• Entity: Human
• Intent: Intentional
• Timing: Post-deployment

The incident was caused by human actors who intentionally created and distributed deepfake videos to manipulate public opinion ahead of the Kosovo elections.

EU AI Act risk tier

• Risk tier: 3 Limited Risk

Risk Level 3: Limited Risk. The incident involves 'AI-generated content such as deepfakes' which, under the EU AI Act, are subject to transparency obligations to ensure users are informed that the content is synthetic.

AI system and alleged parties

• AI system: None named
• AI purpose: Deepfake Video Generation; Voice Generation
• Behaviour type: Tool
• Alleged developer: Synthetic video generation technology developers, Synthetic audio generation technology developers, Deepfake technology developers
• Alleged deployer: Peja LIVE, Information manipulation actors in Kosovo, Information manipulation actors, Gazeta Bota, Deepfake creators
• Alleged harmed parties: Voters in Kosovo, Voters, Social media users, Journalistic integrity, General public of Kosovo, General public, Facebook users in Kosovo, Facebook users, Epistemic integrity, Democratic integrity

Harm severity

Severity ratings are based on this scale.

Highest direct severity in any category: Minor. Severity is scored from Negligible to Catastrophic in each harm category, for harm the reports describe as caused directly or indirectly by the AI system.

• Physical: direct Negligible, indirect Negligible
• Infrastructure: direct Negligible, indirect Negligible
• Property: direct Negligible, indirect Negligible
• Financial: direct Negligible, indirect Negligible
• Environmental: direct Negligible, indirect Negligible
• Malicious content: direct Minor, indirect Minor
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Minor
• Democracy: direct Negligible, indirect Minor
• Privacy: direct Negligible, indirect Negligible
• Psychological: direct Negligible, indirect Negligible
• Epistemic: direct Minor, indirect Minor
• Child sexual exploitation and abuse: direct Negligible, indirect Negligible

Malicious content

Reported: The report explicitly describes the creation and spread of malicious deepfake videos designed to manipulate the electorate.

Directly caused: The creation of three deepfake videos simulating real interviews and political statements using media logos like RTK and 'Ekonomia Online'.

Indirectly caused: The distribution of these videos on Facebook pages like 'Gazeta Bota' and 'Peja LIVE', reaching thousands of users.

Inferred additional harm: It is likely that more synthetic videos were created and shared by these or similar pages that were not captured in this specific report.

Civil rights

Reported: The report describes attempts to manipulate voters' political perceptions ahead of an election, which impacts their civil right to free and fair elections.

Indirectly caused: The dissemination of political disinformation to thousands of voters, potentially interfering with their democratic right to make informed electoral choices.

Inferred additional harm: Widespread exposure to political deepfakes could systematically undermine the integrity of the democratic process in Kosovo, affecting the entire voting population.

Democracy

Reported: The report explicitly states that these videos serve as instruments for manipulation in the political sphere and risk creating informational confusion during election campaigns.

Directly caused: The fabrication of political statements from citizens and claims about political figures (e.g., Vjosa Osmani working as an analyst) using trusted media logos.

Indirectly caused: The erosion of public trust in legitimate media outlets (RTK, 'Ekonomia Online') and the potential manipulation of voter behavior on the eve of the elections.

Inferred additional harm: Continued use of such deepfakes could lead to a broader degradation of democratic discourse, increased polarization, and a loss of faith in democratic institutions and election outcomes.

Epistemic

Reported: Yes, the report describes the spread of inaccurate information and the risk of creating informational confusion.

Directly caused: The generation of realistic-looking but entirely fabricated video and audio interviews of citizens and officials making false political claims.

Indirectly caused: The pollution of the social media information ecosystem, making it difficult for citizens to distinguish between real and synthetic news.

Inferred additional harm: A broader erosion of shared truth and consensus reality among the Kosovo electorate, where citizens become cynical and distrust all media reports.

People affected

• Occurrences reported: 3
• People reportedly exposed: 11400

Potential causes

Management

• No Editorial Accountability: Publishing pages lacked identifiable staff or ownership transparency.

Technology

• Deepfake Generation Tools: AI tools allowed creation of highly realistic synthetic audio and video.
• Synthetic Audio Synthesis: Voice cloning simulated real political statements convincingly.
• Visual Rendering Flaws: Inaccurate lip-syncing and facial movements showed AI generation.

Data Inputs

• Unauthorized Media Logos: Use of RTK and Ekonomia Online logos created false credibility.
• Synthetic Backgrounds: Fake backgrounds like Pristina square simulated real locations.

Human Factors

• Trust in Visual Logos: Audiences naturally trust professional journalism indicators like logos.
• Lack of Source Verification: Users consumed and shared content without verifying the original source.
• Unsupervised Consumption: Rapid spread occurred as users engaged without critical evaluation.

Process and Methods

• Lack of Platform Labeling: Social media platforms failed to label deepfakes as AI-generated.
• Anonymous Page Distribution: Pages like Gazeta Bota distributed content without transparency.

Information quality

• Classification confidence: High
• Reason for confidence: The report provides clear, specific details about three distinct occurrences of deepfake videos, including dates, publishing pages, specific claims made, and audience engagement metrics. The role of AI in generating these videos is explicitly verified by visual and audio analysis.
• Ambiguities identified: The specific AI models or platforms used to generate the deepfakes are not identified.
• Alternative interpretations: None. The intent to manipulate the election using synthetic media is highly clear.

AI-generated political deepfakes impersonating legitimate Kosovo media outlets were circulated on Facebook to manipulate public opinion ahead of the June 2026 elections. This incident highlights the growing threat of synthetic media to election integrity and public trust in democratic institutions, though it represents an established threat vector without physical impact.

• Overall national security impact: Substantial
• Scope: Single nation
• Primary target: Kosovo
• Alleged perpetrator: Unknown

Threat characteristics

• Imminence: Near-term. The deepfake campaign was active in May 2026, directly targeting the upcoming June 7 elections, representing a near-term threat within a 30-day window.
• Autonomy: Human-controlled. AI was utilized as a generation tool under direct human control, with humans creating, guiding, and manually publishing the content on social media.
• Novelty: Established threat. The use of deepfakes and synthetic media to influence elections and manipulate voter perception is an established threat vector observed globally.

Impact by dimension

• Physical security: Negligible. No physical systems, critical infrastructure, or human safety threats were reported in this incident.
• Information security: Substantial. Coordinated campaign using AI-generated deepfakes to impersonate trusted media outlets like RTK, fabricating citizen interviews to spread political disinformation.
• Sovereignty: Substantial. Direct attempt to manipulate the democratic electoral process in Kosovo by fabricating statements about key political figures, including President Vjosa Osmani and PM Albin Kurti.
• Economic security: Negligible. No significant threats to financial systems, strategic industries, or technological advantages were reported.
• Societal stability: Minor. Risks polluting the information ecosystem and eroding public trust in legitimate media, but did not lead to civil unrest or mass human rights violations.