The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety

Author: Unruly Abstractions

Date: May 3, 2026

Category: Theoretical

Abstract

Foregrounds homogenization as a central AI safety concern; uses critical and queer theory to formalize diversity, normativity, and xeno-reproduction in LLMs