Pith. sign in
Pith Number

pith:NROR3D6A

pith:2023:NROR3D6AVHBGTKTGZ34H5FILXU
not attested not anchored not stored refs pending

Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities

Alaa Saleh, Lauri Lov\'en, Roberto Morabito, Sasu Tarkoma, Susanna Pirttikangas

arxiv:2312.14647 v2 · 2023-12-22 · cs.DC · cs.AI · cs.LG · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NROR3D6AVHBGTKTGZ34H5FILXU}

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 2026-07-05T07:47:27.753477Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6c5d1d8fc0a9c269aa66cef87e950bbd1cd6e3aec1fd3d9788015ef225ec9099

Aliases

arxiv: 2312.14647 · arxiv_version: 2312.14647v2 · doi: 10.48550/arxiv.2312.14647 · pith_short_12: NROR3D6AVHBG · pith_short_16: NROR3D6AVHBGTKTG · pith_short_8: NROR3D6A
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NROR3D6AVHBGTKTGZ34H5FILXU \
  | 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: 6c5d1d8fc0a9c269aa66cef87e950bbd1cd6e3aec1fd3d9788015ef225ec9099
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b43fc4013eb3b39453a183d2546ed7135e3e957052920e03d05a92acc02d8790",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-12-22T12:30:18Z",
    "title_canon_sha256": "696308fa100bf4d5c1839eeb324980c337de37b67cd8826be90641ae1113f156"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14647",
    "kind": "arxiv",
    "version": 2
  }
}