{
  "url": "https://appliedfrontier.nl/en/research/signal-20656e236d7b5e46/",
  "title": "When Does Longer Reasoning Help? Predicting Mathematical Reasoning Through Discovery and Execution",
  "published": "2026-10-04",
  "excerpt": "Test-time compute can improve mathematical reasoning, but can short-budget runs predict how mathematical reasoning scales with additional compute? We introduce a Discovery--Execution (DE) framework that",
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  "artifact_links": [
    "https://arxiv.org/abs/2610.05322"
  ],
  "arxiv_id": "2610.05322",
  "id": "signal-20656e236d7b5e46",
  "org": "Research community",
  "topic": "Mathematical reasoning",
  "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": "2026-10-31T19:17:04+00:00",
  "first_seen": "2026-10-29T21:52:00+00:00",
  "source_hash": "93ac1801aac88d3df243f62670eb3e0e84b4628cb717b057f5e9164c728a71d4",
  "source_url": "https://arxiv.org/abs/2610.05322",
  "language": "en",
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}