5d ago · 3 min read · The development of sovereign AI systems demands a governed environment to ensure secure and ethical operation. This thesis is grounded in the architecture of MirrorGate, where policy bindings and sandbox provisioning enable the integration of variou...
Join discussionFeb 20 · 4 min read · Governance becomes real when it enforces itself at runtime, not when you write it in a document. I built governance_runtime.py because I got tired of aspirational sovereignty. Every system claims to respect privacy, conserve resources, maintain auton...
Join discussionJan 24 · 7 min read · The digital landscape is relentlessly evolving, and with it, the sophistication of cyber threats. For embedded systems, which form the backbone of our critical infrastructure, IoT devices, and industrial control systems, traditional security measures...
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