Pith. sign in
Pith Number

pith:XSBXDSVY

pith:2025:XSBXDSVYO4HEYHTJDC2HJMT4KN
not attested not anchored not stored refs pending

Adaptive Multi-Agent Reasoning via Automated Workflow Generation

Humza Sami, Mubashir ul Islam, Pierre-Emmanuel Gaillardon, Valerio Tenace

arxiv:2507.14393 v1 · 2025-07-18 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XSBXDSVYO4HEYHTJDC2HJMT4KN}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:40:05.466470Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bc8371cab8770e4c1e6918b474b27c534c13b5d673582e3e1f6330ef79a64591

Aliases

arxiv: 2507.14393 · arxiv_version: 2507.14393v1 · doi: 10.48550/arxiv.2507.14393 · pith_short_12: XSBXDSVYO4HE · pith_short_16: XSBXDSVYO4HEYHTJ · pith_short_8: XSBXDSVY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XSBXDSVYO4HEYHTJDC2HJMT4KN \
  | 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: bc8371cab8770e4c1e6918b474b27c534c13b5d673582e3e1f6330ef79a64591
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d7d7acd7fc3dd588ec4314a06bd3d6de0fd650a407c6aa2ff4f2e9cfe3f90112",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-18T22:46:27Z",
    "title_canon_sha256": "13286f147078e7af390d0762a92b931634011cc92863bd380d7ae73b46f2484e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14393",
    "kind": "arxiv",
    "version": 1
  }
}