Magnifica Humanitas §109

¹⁰⁹ The principles of Social Doctrine offer a framework for understanding this new reality. In a world where data, computational resources and regulatory influence remain in the hands of a few, to speak of the common good means exposing this new form of epistemic, economic and political asymmetry and naming the new monopolies of AI. To speak of the universal destination of goods means finding ways of ensuring universal access to both technologies and the education needed to use them. To speak of subsidiarity calls for protecting the ability of communities to make choices and corrections, rather than confining their role to mere oversight after the standards have been set elsewhere. To speak of solidarity obliges us to recognize the hidden, often exploited workers, who sustain algorithmic systems. To speak of justice requires questioning the global distribution of power that decides who in fact can train these models and who is merely subjected to them. Likewise, it means acknowledging that social justice is not only a goal to be safeguarded after technologies are deployed, but a condition that must shape their very design from the outset.