{
  "id": 6682530,
  "title": "Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems",
  "url": "https://urgent.news/2026/09/10/prompt-revision-as-a-source-of-cultural-bias-in-text-to-image-systems",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-10T13:32:40.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.11532v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Commercial text-to-image systems silently revise user prompts before generating images, a step users typically cannot disable or even see. Yet, existing audits of cultural bias examine only the final images and treat generation as a single pipeline, so they cannot tell where the bias originates. We introduce WORLDVIEW, a multilingual benchmark of 8,960 prompts across 15 languages and 31…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}