Pith Number

pith:DWDRVN5Q

pith:2025:DWDRVN5QQGJCGV2RBWRGCAAMB2

not attested not anchored not stored refs pending

Humble AI in the real-world: the case of algorithmic hiring

Bran Knowles, Christos Varytimidis, Elizabeth Daly, Inge Vejsbjerg, Rahul Nair

arxiv:2505.20918 v1 · 2025-05-27 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DWDRVN5QQGJCGV2RBWRGCAAMB2}

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	2026-07-05T11:10:20.971008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d871ab7b081922357510da261000c0eaa1dc5d60ab6dc5e21af3da216bb3c92

Aliases

arxiv: 2505.20918 · arxiv_version: 2505.20918v1 · doi: 10.48550/arxiv.2505.20918 · pith_short_12: DWDRVN5QQGJC · pith_short_16: DWDRVN5QQGJCGV2R · pith_short_8: DWDRVN5Q

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/DWDRVN5QQGJCGV2RBWRGCAAMB2 \
  | 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: 1d871ab7b081922357510da261000c0eaa1dc5d60ab6dc5e21af3da216bb3c92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "196b3229683ae4ef1eb03f730d5cb89de140b456cf289e67535537d9ec2ee4c5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T09:09:38Z",
    "title_canon_sha256": "413809fc727c9a92cff764fa80c9bdb0cc3b73b2bc561ce13d053f9de6fdb721"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20918",
    "kind": "arxiv",
    "version": 1
  }
}