Pith Number

pith:JU6VNNPP

pith:2025:JU6VNNPPO2XRJ7RC6QCRWODCPK

not attested not anchored not stored refs pending

Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning Models via Tool Augmentations

Jiahao Zhang, Song Yue, Zhao Song

arxiv:2507.17699 v1 · 2025-07-23 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JU6VNNPPO2XRJ7RC6QCRWODCPK}

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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

3 papers in Pith

REPOT: Recoverable Program-of-Thought via Checkpoint Repair

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling

Receipt and verification

First computed	2026-07-05T11:42:12.001774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d3d56b5ef76af14fe22f4051b38627a9debdba1a2b902eab1971ad2e56ef082

Aliases

arxiv: 2507.17699 · arxiv_version: 2507.17699v1 · doi: 10.48550/arxiv.2507.17699 · pith_short_12: JU6VNNPPO2XR · pith_short_16: JU6VNNPPO2XRJ7RC · pith_short_8: JU6VNNPP

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/JU6VNNPPO2XRJ7RC6QCRWODCPK \
  | 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: 4d3d56b5ef76af14fe22f4051b38627a9debdba1a2b902eab1971ad2e56ef082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "838d86a89c8d8593b5f47a8218232a7710a6cb8bca64907bd0c2359fbd18eda5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-23T17:04:20Z",
    "title_canon_sha256": "e68b7aa9e5bcd3cbd733db9e88449f06296efc279d47cf2b329d6bb9c1c5767f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17699",
    "kind": "arxiv",
    "version": 1
  }
}