Pith Number

pith:OCEN2IRA

pith:2025:OCEN2IRALMO7R7GOHMOXXBQQHM

not attested not anchored not stored refs pending

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding

Dianqi Li, Kevin Lin, Lijuan Wang, Ming Li, Tianyi Zhou, Xiyao Wang, Zhengyuan Yang

arxiv:2506.06998 v1 · 2025-06-08 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OCEN2IRALMO7R7GOHMOXXBQQHM}

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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

Thinking Hard, Not Smart: Reasoning Models Fail to Ration Test-Time Compute Across Questions

Receipt and verification

First computed	2026-07-05T11:17:59.537950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7088dd22205b1df8fcce3b1d7b86103b156875fdacb7124cb768f22a9f336f4b

Aliases

arxiv: 2506.06998 · arxiv_version: 2506.06998v1 · doi: 10.48550/arxiv.2506.06998 · pith_short_12: OCEN2IRALMO7 · pith_short_16: OCEN2IRALMO7R7GO · pith_short_8: OCEN2IRA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OCEN2IRALMO7R7GOHMOXXBQQHM \
  | 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: 7088dd22205b1df8fcce3b1d7b86103b156875fdacb7124cb768f22a9f336f4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1082d962f411b98e590366d7df78bce550f40443a393c5d874af6d6a23d2a360",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-08T05:08:32Z",
    "title_canon_sha256": "c25701fe6a881d91ff3fef30da281d37ae6a6f214b6124f71e100ebb249788a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06998",
    "kind": "arxiv",
    "version": 1
  }
}