From Browser to Root: How AI Codex Autonomously Exploited Samsung TV Security

This research demonstrates that advanced AI models like Codex can autonomously escalate privileges on real hardware devices, converting limited browser access into complete root control. The system dynamically analyzed firmware source code, identified vulnerabilities, and adapted exploits to hardware-specific constraints—raising critical questions about smart device security in an AI-driven threat landscape. The work signals that automated AI-powered hardware exploitation could become a significant security concern at scale.