{
  "url": "https://appliedfrontier.nl/en/research/signal-40e9f43ed914f819/",
  "title": "SCOPE: Certified Theorem Proving with a Language Model as the Policy Planner",
  "published": "2026-10-06",
  "excerpt": "In proof assistants such as Lean, a generated proof must pass machine compilation checks, so evaluation needs no human scoring. Direct generation fails on multi-step",
  "content_sha256": "2ec4d11d184c62db405a66861cfd88bf86a9cfde885f54cffff5d8014dde4d5e",
  "extracted_chars": 1511,
  "artifact_links": [
    "https://arxiv.org/abs/2610.08319"
  ],
  "arxiv_id": "2610.08319",
  "id": "signal-40e9f43ed914f819",
  "org": "Research community",
  "topic": "Formal verification",
  "source_kind": "preprint",
  "status": "unreviewed-source-report",
  "analysis_method": "deterministic_metadata_triage_v1",
  "novelty_verified": false,
  "proof_checked": false,
  "peer_review_verified": false,
  "matched_terms": [
    "lean",
    "proof",
    "theorem"
  ],
  "checked_at": "2026-10-31T19:17:04+00:00",
  "first_seen": "2026-10-29T21:52:00+00:00",
  "source_hash": "a89be51928963b90d4f96b840cd99a5db4b963e43369a3c2be467fd702d5fb1d",
  "source_url": "https://arxiv.org/abs/2610.08319",
  "language": "en",
  "indexing": "noindex_until_editorially_enriched"
}