Pith. sign in
Pith Number

pith:XYDWOHJ4

pith:2025:XYDWOHJ4CKE33LT74AD4Y2H5CL
not attested not anchored not stored refs pending

PE-MA: Parameter-Efficient Co-Evolution of Multi-Agent Systems

Anhao Zhou, Dongxiao Yu, Xiao Zhang, Yifei Zou, Yingfan Deng, Yuan Yuan

arxiv:2506.11803 v2 · 2025-06-13 · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XYDWOHJ4CKE33LT74AD4Y2H5CL}

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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 2026-07-05T11:59:15.776543Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

be07671d3c1289bdae7fe007cc68fd12fb3c4d018967e9c6fe550d2722857cc6

Aliases

arxiv: 2506.11803 · arxiv_version: 2506.11803v2 · doi: 10.48550/arxiv.2506.11803 · pith_short_12: XYDWOHJ4CKE3 · pith_short_16: XYDWOHJ4CKE33LT7 · pith_short_8: XYDWOHJ4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XYDWOHJ4CKE33LT74AD4Y2H5CL \
  | 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: be07671d3c1289bdae7fe007cc68fd12fb3c4d018967e9c6fe550d2722857cc6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ee1bbab5ad750ada02f68c75f6429f72132822dbecc07e98c651d4a1393f753f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-06-13T14:06:16Z",
    "title_canon_sha256": "c34ea2ec4cbd2a7ed4c79c452a62dcf1ba08aa7cbd33693c4bb4bed15ad04bee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11803",
    "kind": "arxiv",
    "version": 2
  }
}