Pith Number

pith:7UWAATM5

pith:2025:7UWAATM5X33OAD3FTPSCS7CRGC

not attested not anchored not stored refs pending

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action

Alastair K Denniston, Danielle S Bitterman, Iris Siu Kwan Tan, Jasmine Chiat Ling Ong, John CW Lim, Kuldev Singh, Mingxuan Liu, Nan Liu, Oscar Freyer, Robert T Chang, Silke Vogel, Stephen Gilbert, Xiaoxuan Liu, Yian Ma, Yilin Ning, Zhao Liang

arxiv:2502.07794 v1 · 2025-01-27 · cs.CY · 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{7UWAATM5X33OAD3FTPSCS7CRGC}

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	2026-07-05T10:13:09.943354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd2c004d9dbef6e00f659be4297c51309d7f0fa785baf882b45245091f9d5d98

Aliases

arxiv: 2502.07794 · arxiv_version: 2502.07794v1 · doi: 10.48550/arxiv.2502.07794 · pith_short_12: 7UWAATM5X33O · pith_short_16: 7UWAATM5X33OAD3F · pith_short_8: 7UWAATM5

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/7UWAATM5X33OAD3FTPSCS7CRGC \
  | 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: fd2c004d9dbef6e00f659be4297c51309d7f0fa785baf882b45245091f9d5d98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ade4445a9d787217c8229e4140414a7e0551f5bb52834fd0ae4a4c12e5e751d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-01-27T06:21:13Z",
    "title_canon_sha256": "e4f22cc97b7f42525dba625eb80aceb4bbc40127a16ac1ecf36310f1c65f8837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07794",
    "kind": "arxiv",
    "version": 1
  }
}