Structure-Aware Diversity Pursuit as an AI Safety Strategy against Homogenization
arXiv:2601.06116v2 Announce Type: replace-cross
Abstract: Generative AI models reproduce the biases in the training data and can further amplify them through mode collapse. We refer to the resulting harmful loss of diversity as homogenization. Our pos…