{
  "id": 4574,
  "url": "https://arxiv.org/abs/2605.10211v1",
  "title": "To Redact, or not to Redact? A Local LLM Approach to Deliberative Process Privilege Classification",
  "summary": "Government transparency laws, like the Freedom of Information (FOIA) acts in the United States and United Kingdom, and the Woo (Open Government Act) in the Netherlands, grant citizens the right to directly request documents from the government. As these documents might contain sensitive information, such as personal information or threats to national security, the laws allow governments to redact sensitive parts of the documents prior to release. We build on prior research to perform automatic s",
  "authors": "Maik Larooij, David Graus",
  "category": "research",
  "topics": "military-security,transparency",
  "orgs": null,
  "regions": "us,uk",
  "published_at": "2026-05-11T08:55:09.000Z",
  "fetched_at": "2026-07-14T16:31:08.353Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/4574",
  "original_url": "https://arxiv.org/abs/2605.10211v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}