{
  "id": 760,
  "url": "https://arxiv.org/abs/2606.21613v1",
  "title": "Cross-Modal Corroboration for Annotation-Free Wildlife Monitoring",
  "summary": "Scaling wildlife monitoring for real-world conservation deployments requires automated analysis of smart sensors that operate under severe annotation scarcity. We propose leveraging expert knowledge of species activity patterns as an annotation-free validation signal for multimodal monitoring pipelines. We operationalize agreement as the alignment of independently derived hourly activity curves both with each other and with published behavioral priors-a three-way convergence that rules out share",
  "authors": "Bharath Pillai, Varun Viswapriyan, Christopher Stewart, Tanya Berger-Wolf, Jenna Kline",
  "category": "research",
  "topics": "safety-alignment",
  "orgs": null,
  "regions": null,
  "published_at": "2026-06-19T17:17:31.000Z",
  "fetched_at": "2026-07-14T14:14:46.035Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/760",
  "original_url": "https://arxiv.org/abs/2606.21613v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}