Pith Number

pith:536N5NJN

pith:2025:536N5NJNYB6OJ3UYIYTVCOGY4N

not attested not anchored not stored refs pending

Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives

Ananya Karthik, Daniel E. Ho, Percy Liang, Salil Goyal, Sarah H. Cen, Zaynah Javed

arxiv:2509.05627 v1 · 2025-09-06 · cs.CY · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{536N5NJNYB6OJ3UYIYTVCOGY4N}

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

1 paper in Pith

Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems

Receipt and verification

First computed	2026-07-05T12:06:21.271071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eefcdeb52dc07ce4ee9846275138d8e377cf970c05829fd9e9d74b114e2d4a97

Aliases

arxiv: 2509.05627 · arxiv_version: 2509.05627v1 · doi: 10.48550/arxiv.2509.05627 · pith_short_12: 536N5NJNYB6O · pith_short_16: 536N5NJNYB6OJ3UY · pith_short_8: 536N5NJN

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/536N5NJNYB6OJ3UYIYTVCOGY4N \
  | 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: eefcdeb52dc07ce4ee9846275138d8e377cf970c05829fd9e9d74b114e2d4a97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "290838f8f025c0a3639fa63e25a7d8124b44d31f31090986fc04d934421d51f5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-09-06T07:23:25Z",
    "title_canon_sha256": "546883de1f7d2c0e94a4ec593cd5a47a49431cb3b917b3cfe6d32d41898a2f51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05627",
    "kind": "arxiv",
    "version": 1
  }
}