Cybersecurity

Security built by understanding how systems fail.

Shamash is Uruk's cybersecurity unit. It combines local AI security, evidence-driven reverse engineering, cybersecurity infrastructure, and emerging-threat research.

Shamash is one defense layer, not a complete authorization, sandboxing, data-loss prevention, or incident-response system.

Capabilities

Local AI security

Offline evaluation of prompts, retrieved content, tool calls, and model outputs.

Reverse engineering

Evidence-driven investigation of opaque hardware, firmware, and embedded systems.

Cybersecurity infrastructure

Testable, auditable, and recoverable security systems.

Ongoing research

Practical work on undocumented systems, local AI hardware, jailbreak testing, and data recovery.