Pith Number

pith:RWYGRKBW

pith:2025:RWYGRKBWHGCU7LJBU2S3MXFH5P

not attested not anchored not stored refs pending

Understanding and Mitigating Risks of Generative AI in Financial Services

Arjun Bhorkar, Chirag S. Patel, Claire Huang, David Rabinowitz, David Rosenberg, Iyanuoluwa Shode, John Doucette, Mark Dredze, Naveen Thomas, Sebastian Gehrmann, Sergei Yurovski, Xian Teng

arxiv:2504.20086 v1 · 2025-04-25 · cs.CL · cs.AI · cs.CY · 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{RWYGRKBWHGCU7LJBU2S3MXFH5P}

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	2026-07-05T10:55:09.316395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8db068a83639854fad21a6a5b65ca7ebf675b86d7f03231f2bce50c0624d1d3e

Aliases

arxiv: 2504.20086 · arxiv_version: 2504.20086v1 · doi: 10.48550/arxiv.2504.20086 · pith_short_12: RWYGRKBWHGCU · pith_short_16: RWYGRKBWHGCU7LJB · pith_short_8: RWYGRKBW

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/RWYGRKBWHGCU7LJBU2S3MXFH5P \
  | 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: 8db068a83639854fad21a6a5b65ca7ebf675b86d7f03231f2bce50c0624d1d3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2db72a5a7924c87432f49cbd6c461f64324511a95836bc20c2449d468ded8f29",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-25T16:55:51Z",
    "title_canon_sha256": "1e2feab6a944a78433c77da340fad66de77fe49582a61766de03fc32e0d9787a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20086",
    "kind": "arxiv",
    "version": 1
  }
}