Pith Number

pith:T26QQ4DN

pith:2025:T26QQ4DNBJWASQYAQUUICD3VT2

not attested not anchored not stored refs pending

Toward Secure and Compliant AI: Organizational Standards and Protocols for NLP Model Lifecycle Management

John Hastings, Sunil Arora

arxiv:2512.22060 v1 · 2025-12-26 · cs.CR · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T26QQ4DNBJWASQYAQUUICD3VT2}

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	2026-06-02T03:04:36.693997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ebd08706d0a6c0943008528810f759eaab623404dc25fac5aa716c2615fd8a3

Aliases

arxiv: 2512.22060 · arxiv_version: 2512.22060v1 · doi: 10.48550/arxiv.2512.22060 · pith_short_12: T26QQ4DNBJWA · pith_short_16: T26QQ4DNBJWASQYA · pith_short_8: T26QQ4DN

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/T26QQ4DNBJWASQYAQUUICD3VT2 \
  | 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: 9ebd08706d0a6c0943008528810f759eaab623404dc25fac5aa716c2615fd8a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e77092ee372febac9d0ef0444908358897ff498511ea9d48b7847e7587afeb5",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-12-26T15:28:20Z",
    "title_canon_sha256": "d3a99480c8b4e93d06a3cd31eafeab6967d8b2aee6f5fee789d41e175cabecae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.22060",
    "kind": "arxiv",
    "version": 1
  }
}