Edinburg, Texas Police Officer Arrested for Alleged Possession of CSAM, Including AI-Generated Deepfakes of Minors

A Texas Department of Public Safety staff sergeant from Edinburg, Preston Wade Pietrzykowski, was reportedly arrested on a charge of possession or promotion of child pornography. Included among the alleged contents of a hard drive belonging to him was CSAM altered or generated by deepfake technology.

Risk classification

• Primary risk domain: 4 Malicious actors
• Primary risk subdomain: 4.3 Fraud, scams, and targeted manipulation

The perpetrator used an AI deepfake application to create sexually explicit, humiliating imagery of specific female colleagues and minors for personal gratification or targeted harassment.

Additional risk subdomains

• 1.2 Exposure to toxic content: The incident involved the creation and possession of child sexual abuse material (CSAM) generated via AI deepfake technology.

Causal factors

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

The risk was caused by a human user intentionally utilizing a deployed AI deepfake application to generate non-consensual sexually explicit material.

EU AI Act risk tier

• Risk tier: 3 Limited Risk

Limited Risk: The report describes the use of an 'artificial intelligence application (deepfake)' to modify images, which falls under transparency obligations for AI-generated content.

AI system and alleged parties

• AI system: artificial inteiligence (sic) application (deepfake)
• AI purpose: Deepfake Image Generation; Deepfake Video Generation
• Behaviour type: Tool
• Alleged developer: Unknown deepfake technology developers
• Alleged deployer: Preston Wade Pietrzykowski
• Alleged harmed parties: Texas Department of Public Safety, minors, General public of Texas, General public

Harm severity

Highest direct severity in any category: Substantial. 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 Negligible
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Negligible
• Democracy: direct Negligible, indirect Negligible
• Privacy: direct Minor, indirect Negligible
• Psychological: direct Negligible, indirect Negligible
• Epistemic: direct Negligible, indirect Negligible
• Child sexual exploitation and abuse: direct Substantial, indirect Negligible

Malicious content

Reported: The report explicitly describes toxic and malicious content created directly by the incident.

Directly caused: The AI application was used to directly generate multiple sexually explicit deepfake images of minors and female DPS employees.

Indirectly caused: N/A

Inferred additional harm: N/A

Privacy

Reported: The report explicitly describes privacy violations caused directly by the incident.

Directly caused: The AI application was used to violate the privacy of female DPS employees and minors by synthesizing non-consensual sexually explicit images using their likenesses.

Indirectly caused: N/A

Inferred additional harm: N/A

Child sexual exploitation and abuse

Reported: The report explicitly describes a CSEA incident involving AI-generated CSAM.

Directly caused: The AI application was used to generate deepfake images of female children under the age of 18 with their genitals exposed.

Indirectly caused: N/A

Inferred additional harm: N/A

People affected

• Occurrences reported: 1
• People reportedly harmed: 5
• People reportedly exposed: 5

Potential causes

Management

• Inadequate Personnel Vetting: Failure of agency oversight to detect illicit behavior by active officer.

Technology

• AI Deepfake Software: AI application allowed realistic face-swapping onto explicit bodies.

Data Inputs

• Target Personal Photos: Source photos of colleagues and friends were harvested to feed the AI.

Human Factors

• Malicious User Intent: Perpetrator deliberately abused AI tools to create non-consensual CSAM.
• Coercion of Witness: Suspect threatened wife with deportation to prevent discovery of the drive.

Process and Methods

• Lack of Content Scanning: No automated processes detected the illicit deepfakes on the storage media.

Regulatory Environment

• Unregulated AI Generation: Absence of strict legal controls on deepfake creation software.

Information quality

• Classification confidence: High
• Reason for confidence: The report clearly details the arrest, the evidence found on the hard drive, and the specific role of AI deepfake technology in generating the explicit images of minors and colleagues. There is little ambiguity regarding the nature of the AI's involvement as a tool for generating non-consensual explicit content.
• Ambiguities identified: The specific AI application used to generate the deepfakes is not named.

A Texas law enforcement officer was arrested for possessing AI-generated CSAM and explicit deepfakes of colleagues. While representing a severe domestic criminal matter and a profound violation of individual rights, the incident has minor national security implications, as it lacks state-actor involvement, intelligence compromise, or systemic societal disruption.

• Overall national security impact: Minor
• Response level: Moderate
• Scope: Single nation
• Primary target: United States
• Alleged perpetrator: Texas Department of Public Safety staff sergeant

Threat characteristics

• Imminence: Long-term. The perpetrator has been arrested, the material seized, and the immediate threat neutralized, representing a completed criminal act rather than an active crisis.
• Autonomy: Human-controlled. The AI application was used strictly as a tool by a human operator to generate specific images, with no autonomous decision-making.
• Novelty: Established threat. The use of deepfake technology to generate non-consensual sexually explicit content and CSAM is an established and ongoing threat vector.

Impact by dimension

• Physical security: Negligible. No threat to physical systems, critical infrastructure, or human safety through kinetic attacks or system manipulation is indicated.
• Information security: Minor. While deepfakes targeted state law enforcement personnel, there is no evidence of a coordinated information warfare campaign or compromise of classified intelligence.
• Sovereignty: Minor. The involvement of a state law enforcement officer impacts the integrity of a government agency, but did not disrupt core government operations or constitutional processes.
• Economic security: Negligible. No threat to financial systems, strategic technology theft, or economic stability was reported in this incident.
• Societal stability: Minor. The incident represents a severe violation of individual privacy and human rights through CSAM and non-consensual explicit imagery, but is localized rather than a threat to broad societal stability.