# Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation

**Published:** October 5, 2026
**Author:** NaHyeon Park, Minhyun Lee, Hyunjung Shim
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/keep-it-calm-analyzing-the-limits-of-global-unsafety-in-text-to-image-ge

Training-free safeguards for text-to-image generation often rely on a reusable safety signal, such as an unsafe direction or global toxic subspace, applied broadly across prompts. We provide a controlled geometric analysis of this global-unsafety assumption and reveal a…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.02300)

**Tags:** #arXiv

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