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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Huichan Seo

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#artificial intelligence Preprint Oct 2026

When the Judge Acts: Auditing VLM-Guided Image Selection on Culturally Situated Prompts

Vision-language models (VLMs) increasingly act as judges that pick the best of several generated images, so their choices decide what users see. Such judges are usually validated by score agreement with human ratings, not by the images they return. We audit VLM judges as decision-makers: on 300 culturally situated prom...

Huichan Seo · 0 citations

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