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Pith Number

pith:AU5FTV63

pith:2025:AU5FTV63HHLALVILJPT262WTID
not attested not anchored not stored refs pending

Ideas in Inference-time Scaling can Benefit Generative Pre-training Algorithms

Jiaming Song, Linqi Zhou

arxiv:2503.07154 v3 · 2025-03-10 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{AU5FTV63HHLALVILJPT262WTID}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-06-02T02:04:05.336764Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

053a59d7db39d605d50b4be7af6ad340dc4855ed7071e9117e60b12d5f94d9f4

Aliases

arxiv: 2503.07154 · arxiv_version: 2503.07154v3 · doi: 10.48550/arxiv.2503.07154 · pith_short_12: AU5FTV63HHLA · pith_short_16: AU5FTV63HHLALVIL · pith_short_8: AU5FTV63
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AU5FTV63HHLALVILJPT262WTID \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 053a59d7db39d605d50b4be7af6ad340dc4855ed7071e9117e60b12d5f94d9f4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a11d7e3b683e0299b2ffd452858c14e9a56c527b825e06ed749e915059fd789a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-10T10:27:30Z",
    "title_canon_sha256": "b0b6f44c8f735b268997bba9152299e5e2a0684c1fd26569bb763c982a14ca86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07154",
    "kind": "arxiv",
    "version": 3
  }
}