Pith Number

pith:RUSPVUAT

pith:2025:RUSPVUATLJDNF5XJPJCJAQ4E7I

not attested not anchored not stored refs pending

The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems

Amardeep Kaur, Dinh Phung, Junae Kim, Linhao Luo, Rollin Omari, Tamas Abraham, Thi-Nhung Nguyen, Thuy-Trang Vu

arxiv:2510.10943 v2 · 2025-10-13 · cs.MA · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RUSPVUATLJDNF5XJPJCJAQ4E7I}

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

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review

Receipt and verification

First computed	2026-06-02T02:04:48.422971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d24fad0135a46d2f6e97a44904384fa02198953400095587b61bb66b4dabebd

Aliases

arxiv: 2510.10943 · arxiv_version: 2510.10943v2 · doi: 10.48550/arxiv.2510.10943 · pith_short_12: RUSPVUATLJDN · pith_short_16: RUSPVUATLJDNF5XJ · pith_short_8: RUSPVUAT

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/RUSPVUATLJDNF5XJPJCJAQ4E7I \
  | 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: 8d24fad0135a46d2f6e97a44904384fa02198953400095587b61bb66b4dabebd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5515f57a375ea49c3c78bc07312c051701081173633444ad0dbb8f6487e836a8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-10-13T02:56:42Z",
    "title_canon_sha256": "5721094c9f4aa02b2e7d9952bef765ceec4bd95808339317f0308223aca5fa71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10943",
    "kind": "arxiv",
    "version": 2
  }
}