Pith Number

pith:MXOCJCAH

pith:2024:MXOCJCAHNLWZILDXKLXQTMLRHJ

not attested not anchored not stored refs pending

LLM-based Multi-Agent Systems: Techniques and Business Perspectives

Jun Wang, Qiuying Peng, Weinan Zhang, Ying Wen, Yingxuan Yang

arxiv:2411.14033 v2 · 2024-11-21 · 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{MXOCJCAHNLWZILDXKLXQTMLRHJ}

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

3 papers in Pith

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

Position: Agentic AI System Is a Foreseeable Pathway to AGI

Receipt and verification

First computed	2026-07-05T09:54:48.432834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65dc2488076aed942c7752ef09b1713a59d2a566640d6782387e83b522de6557

Aliases

arxiv: 2411.14033 · arxiv_version: 2411.14033v2 · doi: 10.48550/arxiv.2411.14033 · pith_short_12: MXOCJCAHNLWZ · pith_short_16: MXOCJCAHNLWZILDX · pith_short_8: MXOCJCAH

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/MXOCJCAHNLWZILDXKLXQTMLRHJ \
  | 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: 65dc2488076aed942c7752ef09b1713a59d2a566640d6782387e83b522de6557

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb58331fd340aacd6e4ded85c6b1fc3b53df82f943d3a0d201fdeace731e08d9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-21T11:36:29Z",
    "title_canon_sha256": "89c30bb02d2f19a2665dcc533882b97a6cd0cce448f8f7dddd2b055af932098e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14033",
    "kind": "arxiv",
    "version": 2
  }
}