Governance and Safeguards
The non-negotiable constraints this architecture operates under: democratic control, privacy, transparency, expertise and stability.
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Sections
Democratic Control
Desired outcomes are a political choice; this specification only addresses how to pursue them once chosen.
Privacy
Minimal data collection subject to legitimate function, with measurement separated from surveillance by design.
Transparency and Accountability
Trust as a state variable the architecture has to earn, and why claims feeding the system need verification, not just declaration.
Domain Expertise
Why operating this system needs technical specialists, and what that implies for public-sector recruitment and career progression.
Stability and Robustness
Rate limits, controller coordination, and robustness to disturbances government does not control.