# Whose Transparency is it Anyway? Understanding Generative AI Transparency Needs and Gaps Across Stakeholders

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 5 қараша
**Author:** Genevieve Smith, Sahiba Chopra, Natalia Luka, Min Kyung Lee
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/whose-transparency-is-it-anyway-understanding-generative-ai-transparency

arXiv:2611.05549v1 Announce Type: new Abstract: Transparency has become a central principle in AI governance, yet there is little agreement about what transparency means, for whom, and in what contexts. Drawing on interpretive flexibility within the Social Construction of…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2611.05549)

**Тегтер:** #arXiv

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