{
  "id": 3801,
  "url": "https://arxiv.org/abs/2605.24737v1",
  "title": "Who judges the judges? Governance from metrics: a runtime framework for continuous LLM compliance monitoring",
  "summary": "Current approaches to AI compliance treat conformity as a binary, audit-time verdict rather than a continuous, measurable property of production systems. We argue that this compliance fiction is structurally ill-suited to the requirements of the EU AI Act, which demands ongoing human oversight and the detection of emergent behavioural drift in deployed systems. We introduce governance from metrics, a principle whereby regulatory compliance is derived as a continuous signal from runtime observabi",
  "authors": "Jehanne Dussert",
  "category": "research",
  "topics": "regulation,transparency",
  "orgs": null,
  "regions": "eu",
  "published_at": "2026-05-23T21:21:33.000Z",
  "fetched_at": "2026-07-14T16:30:31.921Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/3801",
  "original_url": "https://arxiv.org/abs/2605.24737v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}