{
  "id": 19108,
  "url": "https://arxiv.org/abs/2608.12320",
  "title": "The AI Accountability Ecosystem in the Era of Language Models",
  "summary": "arXiv:2608.12320v1 Announce Type: new Abstract: This article reviews and updates the framework for accountability in AI based on account- ability ecosystems. We update the framework in light of the latest developments since the release of Large Language Models for general public use. We propose three interlinked updates to the original AI accountability ecosystem: (i) reorienting the accountability ecosystem to AI infrastructure and supply chains, (ii) providing greater emphasis on outcomes moni",
  "authors": "Chris Percy, Artur d'Avila Garcez",
  "category": "research",
  "topics": "transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-08-14T04:00:00.000Z",
  "fetched_at": "2026-08-14T05:10:49.168Z",
  "source_slug": "arxiv-cscy",
  "source_name": "arXiv cs.CY",
  "source_homepage": "https://arxiv.org/list/cs.CY/recent",
  "ethics_ai_record_url": "https://ethics.ai/record/19108",
  "original_url": "https://arxiv.org/abs/2608.12320",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}