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

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 5 қазан
**Author:** NaHyeon Park, Minhyun Lee, Hyunjung Shim
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/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…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.02300)

**Тегтер:** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*