Fairness / Non-Exploitation
Magnifica Humanitas / Catholic Social Doctrine: Fairness / Non-Exploitation synthesis
1. AI must not present itself as neutral while reproducing prejudice, exclusion, ideology, discrimination, or the priorities of those who designed and trained it. 2. AI must elevate human work and dignity, not degrade workers into monitored, replaceable, deskilled, or machine-paced extensions of automated systems.