Pith Number

pith:T2QFMI4M

pith:2024:T2QFMI4MSDL4MC3ZOYUAK47BB4

not attested not anchored not stored refs pending

A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts

A. Feder Cooper, Alexandra Chouldechova, Chad Atalla, Dan Vann, Emily Corvi, Emily Sheng, Hannah Washington, Hanna Wallach, Jean Garcia-Gathright, Matthew Vogel, Nicholas Pangakis, P. Alex Dow, Solon Barocas, Stefanie Reed

arxiv:2412.01934 v1 · 2024-12-02 · 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{T2QFMI4MSDL4MC3ZOYUAK47BB4}

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

2 papers in Pith

Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions

Making AI Evaluation Deployment Relevant Through Context Specification

Receipt and verification

First computed	2026-07-05T09:43:41.216827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ea056238c90d7c60b7976280573e10f3acdda477afabc99af23da17d7f75ea2

Aliases

arxiv: 2412.01934 · arxiv_version: 2412.01934v1 · doi: 10.48550/arxiv.2412.01934 · pith_short_12: T2QFMI4MSDL4 · pith_short_16: T2QFMI4MSDL4MC3Z · pith_short_8: T2QFMI4M

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/T2QFMI4MSDL4MC3ZOYUAK47BB4 \
  | 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: 9ea056238c90d7c60b7976280573e10f3acdda477afabc99af23da17d7f75ea2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa10d1c53996e1e0cf3775af73e74f84a021a2cb3825188161d8f9f99d33e069",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-12-02T19:50:00Z",
    "title_canon_sha256": "e92a6695c2f4e53d68a37e364c31d7b393a622f756db2ce9437007a806b8018a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01934",
    "kind": "arxiv",
    "version": 1
  }
}