Key facts
- Former FBI supervisory agent Patrick Steven Yaroch pleaded guilty to stealing approximately $1 million in cryptocurrency.
- The stolen funds were allegedly taken from wallets linked to FBI counterintelligence investigations.
A former FBI supervisory agent, Patrick Steven Yaroch, pleaded guilty to stealing approximately $1 million in cryptocurrency from an adversarial country. He used ChatGPT for investment and relocation advice.

The case highlights the risks of insider threats within federal law enforcement and the novel ways individuals are attempting to launder or invest illicit gains, including the use of AI tools for planning.
Former FBI supervisory agent Patrick Steven Yaroch has pleaded guilty to stealing approximately $1 million in cryptocurrency from an adversarial country. Yaroch admitted to using internal FBI systems to obtain credentials for cryptocurrency wallets linked to counterintelligence investigations, transferring funds to his own wallets on 10 occasions between late 2024 and early 2025. Some of the stolen digital assets were deposited into Suilend to earn yield. After self-reporting the incident, Yaroch was placed on administrative leave, terminated, and subsequently arrested. Investigators recovered approximately $925,000 in funds from his accounts and transferred them to government-controlled wallets. During the investigation, devices, seed phrases, and a Trezor wallet were retrieved from his residence. Court filings revealed Yaroch consulted ChatGPT in May for advice on investing $1 million and on relocating to Europe, specifically suggesting a vineyard lifestyle in Portugal. He previously held a Top Secret security clearance and worked in the FBI's Counterintelligence and Espionage Division.