The Government and Intelligence Involvement
The bot farm utilized advanced AI to evade detection and create credible-looking social media profiles, referred to as “souls.” These fictitious users posted original content, supported by a network of generic accounts that liked and reshared their posts. This sophisticated operation involved software such as Meliorator, which facilitated the creation and management of these covert accounts.

The takedown of this bot farm was a collaborative effort between intelligence agencies from the United States, Canada, and the Netherlands. These agencies traced the operation back to a Russian FSB intelligence officer and a former senior editor at RT (Russia Today). The FBI obtained a court order to seize two domains used to register email addresses for the bot accounts, effectively crippling the operation’s infrastructure.
FBI Director Christopher Wray stated, “Today’s actions represent a first in disrupting a Russian-sponsored Generative AI-enhanced social media bot farm. Russia intended to use this bot farm to disseminate AI-generated foreign disinformation, scaling their work with the assistance of AI to undermine our partners in Ukraine and influence geopolitical narratives favorable to the Russian government.”
The Role of X (Twitter) and Other Social Media Platforms
The bot farm managed to bypass one of X’s verification techniques by automatically copying one-time passcodes sent to registered email addresses. While references in the program code indicated plans to expand to Facebook and Instagram, the operation was primarily focused on X. The social media platform complied with a court order to provide information on the accounts and subsequently deleted them.


This collaboration between the Justice Department and X signals improved communication and cooperation between the government and social media companies, particularly in identifying and countering foreign influence operations.
The documents reveal that AI’s large language models have enabled Russian propagandists to scale their operations and evade detection software that monitors for repeated use of the same internet protocol addresses and other identifiers. While this particular bot farm has been dismantled, experts warn that many other systems are likely operating and will continue to evolve.
John Scott-Railton, a researcher at the Canadian nonprofit Citizen Lab, highlighted the significance of the detailed information provided by the countries involved. “They don’t think this problem is going anywhere, so they are sharing widely,” he said, noting that the AI-enhanced disinformation tactics represent just a small part of a larger issue.
Justice Department’s Ongoing Efforts
The Justice Department has emphasized its commitment to countering Russian aggression and protecting the American public. Attorney General Merrick B. Garland stated, “With these actions, the Justice Department has disrupted a Russian-government backed, AI-enabled propaganda campaign to use a bot farm to spread disinformation in the United States and abroad.”
Deputy Attorney General Lisa Monaco added, “As malign actors accelerate their criminal misuse of AI, the Justice Department will respond and we will prioritize disruptive actions with our international partners and the private sector.”
The successful disruption of the Russian AI-powered bot farm on X represents a significant achievement in the ongoing battle against foreign disinformation campaigns. The coordinated efforts of the United States, Canada, and the Netherlands, along with the cooperation of social media platforms like X, demonstrate a robust and proactive approach to safeguarding democratic processes and ensuring the integrity of information online. However, as technology continues to advance, vigilance and continued collaboration will be crucial in addressing future threats.