AI RESEARCH
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
arXiv CS.AI
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ArXi:2605.06540v1 Announce Type: new Creative AI systems are typically evaluated at the level of individual utility, yet creative outputs are consumed in populations: an idea loses value when many others produce similar ones. This creates an evaluation blind spot, as AI can improve individual outputs while increasing population-level crowding. We