Pith Number

pith:F4TR47KQ

pith:2025:F4TR47KQCYFTTYRLXSK5FMVJRF

not attested not anchored not stored refs pending

AI Biases as Asymmetries: A Review to Guide Practice

Gabriella Waters, Phillip Honenberger

arxiv:2503.07326 v1 · 2025-03-10 · cs.CY · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F4TR47KQCYFTTYRLXSK5FMVJRF}

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	2026-07-05T10:27:53.920000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f271e7d50160b39e22bbc95d2b2a9894a6706e5f2b1f1605a2bcade98ae3681

Aliases

arxiv: 2503.07326 · arxiv_version: 2503.07326v1 · doi: 10.48550/arxiv.2503.07326 · pith_short_12: F4TR47KQCYFT · pith_short_16: F4TR47KQCYFTTYRL · pith_short_8: F4TR47KQ

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/F4TR47KQCYFTTYRLXSK5FMVJRF \
  | 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: 2f271e7d50160b39e22bbc95d2b2a9894a6706e5f2b1f1605a2bcade98ae3681

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44f6fe92b00192d40b22248a6b45102902eea93a418014996d6dfab06e50e155",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-03-10T13:40:28Z",
    "title_canon_sha256": "77e8004df779108bb7020183f8aea16aadd4f99464ea1b6e974ab2a713707e6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07326",
    "kind": "arxiv",
    "version": 1
  }
}