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Pith Number

pith:EZZF4NCB

pith:2025:EZZF4NCB2L76EYX4TBX6ZOYHO5
not attested not anchored not stored refs pending

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines

Chaowei Xiao, Xiaogeng Liu, Yaolun Zhang

arxiv:2507.22606 v1 · 2025-07-30 · 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{EZZF4NCB2L76EYX4TBX6ZOYHO5}

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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

6 papers in Pith

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems
The Illusion of Multi-Agent Advantage
Structure Matters: Evaluating Multi-Agents Orchestration in Generative Therapeutic Chatbots
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
EvoMAS: Learning Execution-Time Workflows for Multi-Agent Systems
Receipt and verification
First computed 2026-07-05T11:45:45.416825Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

26725e3441d2ffe262fc986fecbb07776ef122c4e0940ca22770fbed8f46949a

Aliases

arxiv: 2507.22606 · arxiv_version: 2507.22606v1 · doi: 10.48550/arxiv.2507.22606 · pith_short_12: EZZF4NCB2L76 · pith_short_16: EZZF4NCB2L76EYX4 · pith_short_8: EZZF4NCB
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/EZZF4NCB2L76EYX4TBX6ZOYHO5 \
  | 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: 26725e3441d2ffe262fc986fecbb07776ef122c4e0940ca22770fbed8f46949a
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "c5d204352a6601f3e7ab1fa7528b304506960c4674e431c2e72672b9681bf1e2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-30T12:22:30Z",
    "title_canon_sha256": "5072964417044a6b464cd42f7250b2d4855f570fc0890411f9317fa1a0b98330"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22606",
    "kind": "arxiv",
    "version": 1
  }
}