{
  "id": 7691973,
  "title": "The Role of Implicit and Explicit Demographic Signals in Large Language Model-based Student Assessment",
  "url": "https://urgent.news/2026/09/15/the-role-of-implicit-and-explicit-demographic-signals-in-large",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-15T11:07:26.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.16993v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Large Language Models are now common in student assessment, but we know little about how student demographics affect their use. Sometimes, considering student demographics may be necessary -- for example, to improve readability for users with lower educational levels. However, it also risks being a cause of discrimination, e.g., when assigning lower scores to students from lower socioeconomic…",
  "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."
}