{
  "id": 17735893,
  "title": "TRIDENT and SHAKTI: A Framework and Benchmark for Hindi AI-Text Detection",
  "url": "https://urgent.news/2026/10/30/trident-and-shakti-a-framework-and-benchmark-for-hindi-ai-text",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-30T04:13:20.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.41232v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "As Large Language Models (LLMs) become increasingly multilingual, distinguishing human-written from AI-generated text is essential for maintaining information integrity. However, research remains English-centric, with limited benchmarks for low-resource languages such as Hindi. To address this gap, we introduce SHAKTI, a large-scale Hindi benchmark covering four genres, eight LLM families,…",
  "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."
}