Pith Number

pith:XS5Y5TZY

pith:2024:XS5Y5TZYOK2BW26ZCZ3V4PBWWP

not attested not anchored not stored refs pending

Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges

Jialu Wang, Kun Zhang, Lu Cheng, Peter L. Spirtes, Usman Gohar, Yang Liu, Zeyu Tang

arxiv:2406.06736 v3 · 2024-06-10 · cs.LG · cs.AI · 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{XS5Y5TZYOK2BW26ZCZ3V4PBWWP}

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

A Taxonomy of Real-World Defeaters in Safety Assurance Cases

Receipt and verification

First computed	2026-07-05T11:44:39.910359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcbb8ecf3872b41b6bd916775e3c36b3eefca318e16b0c228403265a785fe4c6

Aliases

arxiv: 2406.06736 · arxiv_version: 2406.06736v3 · doi: 10.48550/arxiv.2406.06736 · pith_short_12: XS5Y5TZYOK2B · pith_short_16: XS5Y5TZYOK2BW26Z · pith_short_8: XS5Y5TZY

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/XS5Y5TZYOK2BW26ZCZ3V4PBWWP \
  | 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: bcbb8ecf3872b41b6bd916775e3c36b3eefca318e16b0c228403265a785fe4c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a003ce3584b5645ffb9399b4fc574e1a476f3978325839ad0faf5d8b6e55d57",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T18:57:06Z",
    "title_canon_sha256": "ff927a8d32bae88a2324b6c1f2f113cb3dcc5b581f21bae95a639a7860536a33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06736",
    "kind": "arxiv",
    "version": 3
  }
}