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Pith Number

pith:GLIQGGGS

pith:2025:GLIQGGGSZ4WFTNCT6IPE7YLCWM
not attested not anchored not stored refs pending

Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap

Kyra Wilson, Sourojit Ghosh

arxiv:2508.11067 v1 · 2025-08-14 · cs.CY

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\usepackage{pith}
\pithnumber{GLIQGGGSZ4WFTNCT6IPE7YLCWM}

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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

Receipt and verification
First computed 2026-07-05T11:54:17.740378Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

32d10318d2cf2c59b453f21e4fe162b300de0a8aeaf099a626df8d4a7de78ec2

Aliases

arxiv: 2508.11067 · arxiv_version: 2508.11067v1 · doi: 10.48550/arxiv.2508.11067 · pith_short_12: GLIQGGGSZ4WF · pith_short_16: GLIQGGGSZ4WFTNCT · pith_short_8: GLIQGGGS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GLIQGGGSZ4WFTNCT6IPE7YLCWM \
  | 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: 32d10318d2cf2c59b453f21e4fe162b300de0a8aeaf099a626df8d4a7de78ec2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e84c0e6ec5fad0bdfad86bb2b898153d216ab11a43fea147aa9870fa4304ef74",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-08-14T20:53:33Z",
    "title_canon_sha256": "6197be5d1588bbf34b99f1075cb1f2e457df6d8dea5b5196052542b20bd79fd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11067",
    "kind": "arxiv",
    "version": 1
  }
}