{
  "url": "https://appliedfrontier.nl/en/research/signal-b2db7e146f13ef3c/",
  "title": "Beyond Solver Verdicts: Generative Reward Models for Autoformalization",
  "published": "2026-09-10",
  "excerpt": "Neurosymbolic systems rely on mathematical solvers to guarantee reasoning correctness, yet solvers are fundamentally blind to whether a formal translation maintains strict reference-equivalence to a",
  "content_sha256": "ea7fb8fddf6efb96d0dbe0e68bd317367b9d94a59c04aecde6850b293f48027c",
  "extracted_chars": 1277,
  "artifact_links": [
    "https://arxiv.org/abs/2609.11085"
  ],
  "arxiv_id": "2609.11085",
  "id": "signal-b2db7e146f13ef3c",
  "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": [
    "mathematical",
    "reasoning"
  ],
  "checked_at": "2026-10-30T04:17:04+00:00",
  "first_seen": "2026-10-29T21:52:00+00:00",
  "source_hash": "bc54e18a593d3a21546946cddd4d61d9547d16398f7e3582cdd0749216163b9b",
  "source_url": "https://arxiv.org/abs/2609.11085",
  "language": "en",
  "indexing": "noindex_until_editorially_enriched"
}