Ex-FBI Agent Charged with $1M Crypto Theft, Allegedly Used AI for Criminal Planning
August 3, 2026
A former FBI supervisory special agent, Patrick Steven Yaroch, has been charged with interstate transportation of stolen goods and receipt of stolen goods for allegedly moving nearly $1 million in cryptocurrency from wallets tied to FBI counterintelligence investigations into his personal control.
Yaroch told investigators he was “spinning out of control” and frustrated that the FBI would not or could not act against adversarial cryptocurrency accounts.
The FBI affidavit states Yaroch created a personal wallet, searched FBI systems for passphrases tied to adversarial accounts, and moved about $1 million into his own wallet between late 2024 and mid-2026, though he did not spend the money.
Prosecutors point to travel plans and power-of-attorney documents related to Portugal as part of establishing probable cause for arrest.
The case highlights ethical and operational risks from investigators’ access to internal systems and digital assets, and reflects the growing role of artificial intelligence and cryptocurrency in law enforcement.
The affidavit notes Yaroch discussed evading law enforcement and using proceeds to relocate, with alleged AI assistance (ChatGPT) offering a hypothetical path to residency or citizenship in an EU country.
The reporting on the case comes from veteran Justice Department and FBI correspondent, who covers high-profile investigations for a major newspaper.
The incident underscores alleged misuse of privileged access and AI assistance in criminal planning, as described in federal documents.
The FBI said it acted swiftly after learning of the allegations, opened an investigation, obtained an arrest warrant, and stressed high ethical standards while declining further comment as the case remains ongoing.
Authorities stated they learned of the allegations, began the investigation, and arrested Yaroch; officials emphasized ongoing work and ethical standards.
The FBI reiterates that the case is active and that they hold employees to high ethical standards with no additional comment at this time.
Court records do not indicate a lawyer representing Yaroch at the time of the report.
Summary based on 9 sources
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Sources

The New York Times • Aug 3, 2026
F.B.I. Agent Is Accused of Stealing Cryptocurrency
CNN • Aug 3, 2026
FBI agent accused of stealing nearly $1 million in cryptocurrency
