{
  "id": 11981,
  "url": "https://arxiv.org/abs/2607.17774v1",
  "title": "Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods",
  "summary": "Cyber-physical systems built on deterministic edge inference, such as on-vehicle flood detection for agricultural fields, produce structured decision logs that must be interpreted differently by heterogeneous stakeholders. Pairing such systems with large language models (LLMs) to generate stakeholder-specific reports introduces a tension: the generative layer is non-deterministic, while the edge plane must remain replayable and auditable. We propose an architectural pattern resting on two invari",
  "authors": "Oliver Aleksander Larsen, Tiziano Santilli, Francesco Daghero, Mahyar T. Moghaddam",
  "category": "research",
  "topics": "military-security,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-20T10:06:47.000Z",
  "fetched_at": "2026-07-21T05:10:12.656Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/11981",
  "original_url": "https://arxiv.org/abs/2607.17774v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}