AI Poetry Generators Exhibit 'Mode Collapse' — 1.1M Poems Analyzed in Largest Study to Date
A new ArXiv study analyzed over 1.1 million AI-generated poems across 16 open-weight models and 15 poetic forms, finding that all models suffer from 'mode collapse' — producing repetitive, self-similar outputs that lack creative diversity.