Pith Number

pith:7DACMQI2

pith:2024:7DACMQI2DG56B5GKWXSMAAG4LF

not attested not anchored not stored refs pending

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

Hanghang Tong, Qineng Wang, Yangqiu Song, Ying Su, Zihao Wang

arxiv:2402.18272 v1 · 2024-02-28 · cs.CL · 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{7DACMQI2DG56B5GKWXSMAAG4LF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

7 papers in Pith

BashCoder-R1: Towards Robust and Explainable Bash Code Generation with Robustness-Aware Group Relative Policy Optimization

ARM: Discovering Agentic Reasoning Modules for Generalizable Multi-Agent Systems

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Mixture-of-Agents Enhances Large Language Model Capabilities

Receipt and verification

First computed	2026-07-05T07:50:14.704585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8c026411a19bbe0f4cab5e4c000dc597ef6002dd1d677b72ba2cca70bd3278e

Aliases

arxiv: 2402.18272 · arxiv_version: 2402.18272v1 · doi: 10.48550/arxiv.2402.18272 · pith_short_12: 7DACMQI2DG56 · pith_short_16: 7DACMQI2DG56B5GK · pith_short_8: 7DACMQI2

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/7DACMQI2DG56B5GKWXSMAAG4LF \
  | 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: f8c026411a19bbe0f4cab5e4c000dc597ef6002dd1d677b72ba2cca70bd3278e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15a7d99844e50e25571b50693576ec765753f93cedf4517a3e0df8178f9302d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-28T12:04:05Z",
    "title_canon_sha256": "1f529f6c4b0649042c01d95cf7eb0e1272df0e3cd4f31bf357c4b0719b20efa7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18272",
    "kind": "arxiv",
    "version": 1
  }
}