Pith. sign in
Pith Number

pith:X7ITUCFD

pith:2025:X7ITUCFDX63EL2TCZQLEZGNV5W
not attested not anchored not stored refs pending

AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning

Hualong Yu, Liting Zhang, Qicheng Li, Shiwan Zhao, Xuyang Zhao

arxiv:2508.11995 v1 · 2025-08-16 · cs.AI · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X7ITUCFDX63EL2TCZQLEZGNV5W}

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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.
Receipt and verification
First computed 2026-07-05T11:54:58.471469Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bfd13a08a3bfb645ea62cc164c99b5ed84cfc6d0ffef170c34bd202097baebb7

Aliases

arxiv: 2508.11995 · arxiv_version: 2508.11995v1 · doi: 10.48550/arxiv.2508.11995 · pith_short_12: X7ITUCFDX63E · pith_short_16: X7ITUCFDX63EL2TC · pith_short_8: X7ITUCFD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X7ITUCFDX63EL2TCZQLEZGNV5W \
  | 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: bfd13a08a3bfb645ea62cc164c99b5ed84cfc6d0ffef170c34bd202097baebb7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f0fbdf661c39cefb6967921240d495bd289a38132ebbcc3028b67afc7d0b4495",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-16T09:46:04Z",
    "title_canon_sha256": "7b72b6aa426ed2ed56e191ad844bbc029e4016303875c4806ec22714a150cfbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11995",
    "kind": "arxiv",
    "version": 1
  }
}