Pith. sign in
Pith Number

pith:4TO5GANH

pith:2025:4TO5GANHK4GE3AXLJYJ6PPLERM
not attested not anchored not stored refs pending

Smaller, Smarter, Closer: The Edge of Collaborative Generative AI

Roberto Morabito, SiYoung Jang

arxiv:2505.16499 v2 · 2025-05-22 · cs.DC · cs.AI · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4TO5GANHK4GE3AXLJYJ6PPLERM}

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.
Receipt and verification
First computed 2026-07-05T11:11:45.968137Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e4ddd301a7570c4d82eb4e13e7bd648b09e78b6d89ced1b120af38bd7997cedd

Aliases

arxiv: 2505.16499 · arxiv_version: 2505.16499v2 · doi: 10.48550/arxiv.2505.16499 · pith_short_12: 4TO5GANHK4GE · pith_short_16: 4TO5GANHK4GE3AXL · pith_short_8: 4TO5GANH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4TO5GANHK4GE3AXLJYJ6PPLERM \
  | 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: e4ddd301a7570c4d82eb4e13e7bd648b09e78b6d89ced1b120af38bd7997cedd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5af228bc4cca911016d515a7ce12bf0a5abcc4095a458f6dc91fa985de562e50",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-22T10:34:48Z",
    "title_canon_sha256": "df68a5bd8e419909ebce2639bb3b771873f668a48a78a6ce8f2eb6527bd79281"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16499",
    "kind": "arxiv",
    "version": 2
  }
}