{
  "id": 18785,
  "url": "https://arxiv.org/abs/2608.11891v1",
  "title": "Benchmark-Based Comparative Assessment of Publicly Benchmarked Indian Foundation Models: A Capability and Evaluation-Maturity Framework",
  "summary": "Governments increasingly fund indigenous foundation models to strengthen national AI capability, digital sovereignty, and multilingual computing. Assessing the progress of such national ecosystems is complicated by inconsistent benchmark reporting, proprietary evaluation methodologies, and rapidly evolving model releases. This paper presents a structured, benchmark-based comparative assessment of publicly benchmarked Indian foundation models against global frontier and comparable-scale models, a",
  "authors": "Avinash Agarwal, Vridhi Jain",
  "category": "research",
  "topics": null,
  "orgs": null,
  "regions": "india",
  "published_at": "2026-08-12T10:19:14.000Z",
  "fetched_at": "2026-08-13T05:10:37.786Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/18785",
  "original_url": "https://arxiv.org/abs/2608.11891v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}