Pith Number

pith:M6WACTS6

pith:2024:M6WACTS65P7ZJLMFO6N36ULQJK

not attested not anchored not stored refs pending

Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains

Ambika Seth, Hesham Dar, Samia Belhadj, Sanguk Park, Thijs Kooi

arxiv:2409.19940 v1 · 2024-09-30 · cs.LG · cs.AI · cs.CV · 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{M6WACTS65P7ZJLMFO6N36ULQJK}

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	2026-07-05T09:13:25.117717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67ac014e5eebff94ad85779bbf51704aa965b414a5a1ecd38ed79b756744b216

Aliases

arxiv: 2409.19940 · arxiv_version: 2409.19940v1 · doi: 10.48550/arxiv.2409.19940 · pith_short_12: M6WACTS65P7Z · pith_short_16: M6WACTS65P7ZJLMF · pith_short_8: M6WACTS6

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/M6WACTS65P7ZJLMFO6N36ULQJK \
  | 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: 67ac014e5eebff94ad85779bbf51704aa965b414a5a1ecd38ed79b756744b216

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26ce0232fc419fffd7952d6665935b81ab00aeda0b30ae196b4b4d790f2c29b0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-30T04:37:23Z",
    "title_canon_sha256": "cee6b933888c6dca1081221e2979e367e7766f1769a64ae5d5a523ed574623fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19940",
    "kind": "arxiv",
    "version": 1
  }
}