AI-generated attacks expose industrial patching asymmetry

The NSA and FBI warned that threat actors are deploying AI-generated exploitation scripts against industrial-control systems, including internet-exposed Siemens S7 controllers. Coupled with GPT-6 Astra’s autonomous zero-day and exploit performance, the activity indicates a structural disadvantage for operational-technology networks that cannot patch outside infrequent maintenance windows, though Astra’s involvement in the attacks is not established.