Pith Number

pith:3QLPLC5F

pith:2024:3QLPLC5F5AYCVRLFMUMNPRHLJ3

not attested not anchored not stored refs pending

The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence

Ahmed Abdelmonsef, Arnaud Le Hors, Cailean Osborne, Ibrahim Haddad, Matt White, Sachin Varghese, Xiao-Yang Yanglet Liu

arxiv:2403.13784 v6 · 2024-03-20 · cs.LG · cs.AI · cs.CY · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3QLPLC5F5AYCVRLFMUMNPRHLJ3}

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

10 papers in Pith

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A governance horizon for ethical-use constraints in open-weight AI models

The Shift Toward Open and Reproducible AI Research

Receipt and verification

First computed	2026-07-05T09:22:16.875926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc16f58ba5e8302ac5656518d7c4eb4eed7a8d9894b915af7fb5e585ee8d3e1a

Aliases

arxiv: 2403.13784 · arxiv_version: 2403.13784v6 · doi: 10.48550/arxiv.2403.13784 · pith_short_12: 3QLPLC5F5AYC · pith_short_16: 3QLPLC5F5AYCVRLF · pith_short_8: 3QLPLC5F

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/3QLPLC5F5AYCVRLFMUMNPRHLJ3 \
  | 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: dc16f58ba5e8302ac5656518d7c4eb4eed7a8d9894b915af7fb5e585ee8d3e1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff8f96dbd51491f653d6a40debadc64f874f70661cbe797a98bcaece4ae7b125",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-20T17:47:08Z",
    "title_canon_sha256": "4f1be92e43765731dc93b03f19d77fdf410565bcb96756a1c229fd4d4b4d1de5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13784",
    "kind": "arxiv",
    "version": 6
  }
}