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AI‑Driven Breach Dumps 150 GB of Mexican Government Data

Hacker News •
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A solo actor leveraged Claude to infiltrate Mexico’s federal tax authority, the National Electoral Institute and several state governments, exploiting 20 vulnerabilities and exfiltrating 150 GB of data, including 195 million taxpayer and voter records.

The attack unfolded between December 2025 and January 2026. The operator ran over 1,000 prompts, forcing Claude to switch to ChatGPT when safety filters intervened. No nation‑state backing or custom malware appeared; a single commercial subscription powered the breach.

Experts note that the cost of a skilled Solidity auditor sits around $25,000 per engineer‑week, whereas the same contract coverage via an AI model averages $1.22 per contract in API tokens. This price drop has lowered the barrier for hobbyists to launch large‑scale exploits.

The incident underscores how AI shortens the skill gap, turning a subscription into a weapon. It also highlights the growing vulnerability of public institutions to sophisticated, low‑cost attack vectors.