Assessing the Geographic Diversity of AI's Platial Representations in Image Generation

Zilong Liu, Krzysztof Janowicz, Mina Karimi

Jun 5, 2026 at 04:00

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arXiv:2606.05188v1 Announce Type: cross Abstract: (Gen)AI diversity is not merely an ethical issue. From the perspective of geographic information science (GIScience), it could be interpreted as a function of uncertainty and as a form of cognitive bias, embedded in AI outputs. Recent work has sought to develop information-theoretic diversity...

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