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9Fairness / Non-ExploitationMagnifica Humanitas / Catholic Social Doctrine

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.

Rationale

Merged from 2 Magnifica Humanitas / Catholic Social Doctrine suggestions in this category. 1. AI systems can appear objective while reflecting assumptions, biases, stereotypes, and interests embedded in their data, design, training, and ownership. Sharper alternative: AI must never call discrimination objectivity. Risk or objection: algorithms can scale bias, hide bias, and make bias harder to challenge. 2. The document treats work as essential to human dignity, family stability, maturity, creativity, and participation in society. Sharper alternative: AI must be built for workers, not workers rebuilt for AI. Risk or objection: economic systems must remain subordinate to human dignity, family life, social stability, and the common good.

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