Policy & Alignment Levers
Mandatory evaluations, compute governance, alignment research mandates, and legal producer liability.
Funding for displaced workforce re-skilling, living wages, and educational access for impacted workers.
Decentralized dissemination of frontier weights vs centralized licensing and strict containment.
Levy on algorithmic labor profits to offset sovereign pension depletion and curb unconstrained scaling.
“Pope Leo has made AI the focus of his encyclical: any technical advancement needs to be moral, considering its effect on the poorest to prevent creating an excluded underclass.”
Systemic Health Dials
Uncontrolled runaway, catastrophic proliferation, or biospheric destabilization probability.
Net unabsorbed workforce displacement and sovereign pension gap.
Civic cohesion, institutional trust, and resistance to synthetic polarization.
Humane discernment, moral alignment, and critical thinking preservation.