Pith Number

pith:M6753VQP

pith:2025:M6753VQPXMSZV6WKMVBNP4CMYI

not attested not anchored not stored refs pending

LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems

R. M. Aratchige, W. M. K. S. Ilmini

arxiv:2504.01963 v1 · 2025-03-13 · cs.MA · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{M6753VQPXMSZV6WKMVBNP4CMYI}

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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

7 papers in Pith

Rethinking Agentic Reinforcement Learning In Large Language Models

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

A Survey of Context Engineering for Large Language Models

Rethinking Agentic Reinforcement Learning In Large Language Models

A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability

Receipt and verification

First computed	2026-07-05T10:43:47.983825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67bfddd60fbb259afaca6542d7f04cc2130d9cbbd6641067e8e881186f0d4bf0

Aliases

arxiv: 2504.01963 · arxiv_version: 2504.01963v1 · doi: 10.48550/arxiv.2504.01963 · pith_short_12: M6753VQPXMSZ · pith_short_16: M6753VQPXMSZV6WK · pith_short_8: M6753VQP

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/M6753VQPXMSZV6WKMVBNP4CMYI \
  | 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: 67bfddd60fbb259afaca6542d7f04cc2130d9cbbd6641067e8e881186f0d4bf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "329d6767230997af0f4ba88d71d2c4f1754dfbf8afd9f643297243275c0e5571",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-03-13T06:17:50Z",
    "title_canon_sha256": "6ef6ce115f09a74e456fcf43e287e5004d39774fa38a1e8be441b392fcb84bea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.01963",
    "kind": "arxiv",
    "version": 1
  }
}