The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety
Unruly AbstractionsJuly 2026Theoretical + EmpiricalPluralistic Alignment @ ICMLCulture x AI @ ICML
Abstract
Foregrounds homogenization as a central AI safety concern; uses critical and queer theory to formalize diversity, normativity, and xeno-reproduction in LLMs