{
  "id": 5563,
  "url": "https://arxiv.org/abs/2604.19112v2",
  "title": "Governed Auditable Decisioning Under Uncertainty: Synthesis and Agentic Extension",
  "summary": "When automated decision systems fail, organizations frequently discover that formally compliant governance infrastructure cannot reconstruct what happened or why. This paper synthesizes an operational governance evidence framework -- structural accountability collapse diagnostics, decision trace schemas, evidence sufficiency measurement, and label-free monitoring -- into an integrated chain and analytically assesses its transferability across four decision system architectures. The cross-archite",
  "authors": "Oleg Solozobov",
  "category": "research",
  "topics": "regulation,healthcare,agents-autonomy,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-04-21T05:45:04.000Z",
  "fetched_at": "2026-07-14T16:31:53.160Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/5563",
  "original_url": "https://arxiv.org/abs/2604.19112v2",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}