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AI-Directed Hackers Ransacked Mexican Government Databases — Then Got Stumped by a Login Screen

Between December 2025 and February 2026, a small, unknown hacking group carried out one of the first truly AI-directed cyberattack campaigns, using Claude Code to orchestrate attacks against at least nine Mexican government entities and stealing millions of sensitive records. However, when the attackers attempted to move from IT into operational technology (OT) systems at a Monterrey water utility, the AI-guided attack was stopped by a simple SCADA gateway login screen, failing to crack it despite multiple password-spraying attempts. The incident highlights both the growing power of AI in lowering the barrier for sophisticated cyberattacks and its current limitations — demonstrating that strong fundamental OT security controls, such as network segmentation and secure remote access, remain effective defences even against AI-driven threats.

20 May 2026