Pith Number

pith:G33PDSRE

pith:2026:G33PDSREGX62CH46F2OZRVP34N

not attested not anchored not stored refs pending

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Eugene Ilyushin, Sergei Vorobyov

arxiv:2606.09377 v1 · 2026-06-08 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G33PDSREGX62CH46F2OZRVP34N}

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	2026-06-09T02:08:18.640651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36f6f1ca2435fda11f9e2e9d98d5fbe3682014a5f0d0b605a3e6de265688ca37

Aliases

arxiv: 2606.09377 · arxiv_version: 2606.09377v1 · doi: 10.48550/arxiv.2606.09377 · pith_short_12: G33PDSREGX62 · pith_short_16: G33PDSREGX62CH46 · pith_short_8: G33PDSRE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/G33PDSREGX62CH46F2OZRVP34N \
  | 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: 36f6f1ca2435fda11f9e2e9d98d5fbe3682014a5f0d0b605a3e6de265688ca37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "647867cb9acd0a9e3352027804413c23d749d9089a7ff808f06dfdebd23cceca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T11:56:29Z",
    "title_canon_sha256": "8b1f721864bcb70d4f2b64be7839c3a05b1fee3ce7cea22a165df43999045321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09377",
    "kind": "arxiv",
    "version": 1
  }
}