{
  "url": "https://appliedfrontier.nl/en/research/signal-39e67051da9b752c/",
  "title": "Measuring faithfulness in Chain-of-Thought reasoning",
  "published": "2023-07-18",
  "excerpt": "Does chain-of-thought reasoning reflect a model's actual decision process? We find faithfulness varies by task and declines in larger models.",
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  "artifact_links": [
    "https://www-cdn.anthropic.com/827afa7dd36e4afbb1a49c735bfbb2c69749756e/measuring-faithfulness-in-chain-of-thought-reasoning.pdf"
  ],
  "id": "signal-39e67051da9b752c",
  "org": "Anthropic",
  "topic": "Mathematical reasoning",
  "source_kind": "provider_announcement",
  "status": "unreviewed-source-report",
  "analysis_method": "deterministic_metadata_triage_v1",
  "novelty_verified": false,
  "proof_checked": false,
  "peer_review_verified": false,
  "matched_terms": [
    "reasoning"
  ],
  "checked_at": "2026-10-29T22:08:08+00:00",
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  "source_hash": "f82523a8b1cd5777a6b17d2da6518c3a82e7c0726925bdef5526ebc5a669d434",
  "source_url": "https://www.anthropic.com/research/measuring-faithfulness-in-chain-of-thought-reasoning",
  "language": "en",
  "indexing": "noindex_until_editorially_enriched"
}