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News/Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines

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arXiv:2608.29589v1 Announce Type: new Abstract: Text-to-image (T2I) safety guardrails fail to generalize equitably to non-standard dialects. Evaluating 23,080 paired prompts across five English dialects, we formalize this failure as the dialect penalty, where filters trigger based on linguistic surf

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