{
  "id": 6902,
  "url": "https://arxiv.org/abs/2603.21149v1",
  "title": "Emergent Formal Verification: How an Autonomous AI Ecosystem Independently Discovered SMT-Based Safety Across Six Domains",
  "summary": "An autonomous AI ecosystem (SUBSTRATE S3), generating product specifications without explicit instructions about formal methods, independently proposed the use of Z3 SMT solver across six distinct domains of AI safety: verification of LLM-generated code, tool API safety for AI agents, post-distillation reasoning correctness, CLI command validation, hardware assembly verification, and smart contract safety. These convergent discoveries, occurring across 8 products over 13 days with Jaccard simila",
  "authors": "Octavian Untila",
  "category": "research",
  "topics": "safety-alignment,agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-03-22T10:02:16.000Z",
  "fetched_at": "2026-07-14T16:32:50.145Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/6902",
  "original_url": "https://arxiv.org/abs/2603.21149v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}