This is a research prototype. The data and analyses are preliminary and not yet validated — we'd welcome your .
An AI-generated deepfake video impersonating cardiologist Spiro Qirko and journalist Ilir Topi was used on Facebook to market an unauthorized hypertension treatment called 'Hyper Caps' in Kosovo. Both individuals denied involvement, and the product was confirmed to lack marketing authorization from the Kosovo Agency for Medical Products and Devices. The incident highlights the use of synthetic media for fraudulent medical marketing.
An allegedly AI-generated video circulating on Facebook appeared to impersonate Albanian cardiologist Spiro Qirko and journalist Ilir Topi in order to market "Hyper Caps" as a treatment for hypertension in Kosovo. Reporting indicated that both men denied involvement. An AI-detection tool reportedly assessed the media as likely AI-generated, and the product was reportedly not listed as holding marketing authorization in Kosovo.
Domain classification, causal taxonomy, severity scores, and national security assessments were LLM-classified and may contain errors.
Using AI systems to gain a personal advantage over others such as through cheating, fraud, scams, blackmail or targeted manipulation of beliefs or behavior. Examples include AI-facilitated plagiarism for research or education, impersonating a trusted or fake individual for illegitimate financial benefit, or creating humiliating or sexual imagery.
Also classified as
The deepfake video generated and spread false medical claims regarding a cure for hypertension, potentially misleading patients.
The incident involved using AI-generated deepfakes of a doctor and journalist to run a fraudulent medical marketing campaign on Facebook to sell unauthorized hypertension medicine.
Human
Due to a decision or action made by humans
Intentional
Due to an expected outcome from pursuing a goal
Post-deployment
Occurring after the AI model has been trained and deployed
The incident was caused by human malicious actors intentionally deploying AI-generated deepfake videos post-deployment to commit medical fraud.
Added categories peak at 3: Substantial (Epistemic Harm, Inferred)
The incident involved the use of AI-generated deepfakes of a cardiologist and a journalist to market an unauthorized hypertension drug in Kosovo. While it represents a concerning evolution of consumer fraud and epistemic harm regarding public health, it poses negligible threat to national security, critical infrastructure, or state sovereignty, and is manageable under standard regulatory and law enforcement frameworks.
The AI was used as a generation tool to produce a deepfake video and voice clone of the targets based on direct inputs provided by the malicious actors.
Limited Risk: The report describes the use of AI-generated content such as deepfakes, which falls under Limited Risk due to transparency obligations to inform users they are interacting with synthetic media.
The AI system was used to generate a deepfake video and clone the voice of the cardiologist to falsely market a product.
The report clearly details the nature of the scam, the specific individuals impersonated, the platform used (Facebook), and the verification of the deepfake using HIVE Moderation. The denials from the victims and the regulatory status of the drug are explicitly documented.
None. The incident is a clear-cut case of commercial deepfake fraud.
Technology
AI Deepfake Generation
AI was used to generate realistic synthetic video and voice of a doctor.
Synthetic Voice Cloning
AI audio generation cloned the voices of the doctor and journalist.
Data Inputs
Unauthorized Likeness Data
Personal video and voice data were used without consent to train AI.
Human Factors
Malicious Actor Deception
Scammers created fake content to deceive patients for financial gain.
Process and Methods
Weak Platform Moderation
Facebook failed to proactively detect and block the AI medical scam.
Management
Lack of Ad Verification
Facebook page published unverified medical claims and fake interviews.
Regulatory Environment
Illegal Drug Marketing
Hyper Caps was sold in Kosovo without AKPPM marketing authorization.
Lack of Deepfake Regulation
Absence of strict legal enforcement against identity theft using AI.
AI system involved
Identified by automated extraction; can differ from the alleged developers above.
