Pith Number

pith:B3XMKLIH

pith:2025:B3XMKLIHU2OXLRNXWIJRGXF4UU

not attested not anchored not stored refs pending

The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis

Andrew Talone, Eoin O'Doherty, Nicole Weinrauch, Uri Klempner, Xiaoyuan Yi, Xing Xie, Yi Zeng

arxiv:2509.10297 v1 · 2025-09-12 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B3XMKLIHU2OXLRNXWIJRGXF4UU}

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	2026-07-05T12:11:06.886202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0eeec52d07a69d75c5b7b213135cbca511ad6f6c0d2248e5c9c405e22a69c10c

Aliases

arxiv: 2509.10297 · arxiv_version: 2509.10297v1 · doi: 10.48550/arxiv.2509.10297 · pith_short_12: B3XMKLIHU2OX · pith_short_16: B3XMKLIHU2OXLRNX · pith_short_8: B3XMKLIH

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/B3XMKLIHU2OXLRNXWIJRGXF4UU \
  | 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: 0eeec52d07a69d75c5b7b213135cbca511ad6f6c0d2248e5c9c405e22a69c10c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feeb57aa1dbc2d2dceb006570ec22c81581c17e4c2e65c8a2e54d8a1d20473c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-12T14:37:57Z",
    "title_canon_sha256": "3aafb3da07a29c16d9a0fa3987d0f0f4c86e76fa4f3f7479483ec502f794a75c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10297",
    "kind": "arxiv",
    "version": 1
  }
}