CONCEPT
The Politics of Difference
Young's argument that genuine justice requires the positive inclusion of group difference in political deliberation — not its transcendence through a false universalism that encodes dominant norms as neutral standards.
Against the liberal tradition's insistence that justice requires abstracting away from particular group memberships, Young argued that difference is not a problem to be overcome but a resource for democratic life. Institutions that claim cultural neutrality are in practice culturally specific — they encode the norms, communicative styles, and epistemic habits of the dominant group as universal standards. A politics that honors difference does not abandon shared standards; it reconstructs them democratically through the genuine inclusion of situated perspectives whose distinctness is preserved rather than dissolved.
In The You On AI Field Guide
The argument has direct bearing on AI creative systems. The drive toward a universal model — one architecture to generate all images, all text, all music — encodes a single set of cultural assumptions, however carefully the training data is diversified. Representational inclusion (adding non-Western art to the dataset) without structural transformation (rethinking what 'quality' the system is optimized for) produces surface-level diversity that leaves the underlying power