Pith Number

pith:2WDZQKOH

pith:2025:2WDZQKOHRO4FMOP5NSG2L6TWM5

not attested not anchored not stored refs pending

Technical Challenges in Maintaining Tax Prep Software with Large Language Models

Ashutosh Trivedi, Nina Olson, Saeid Tizpaz-Niari, Sina Gogani-Khiabani, Varsha Dewangan

arxiv:2504.18693 v1 · 2025-04-25 · cs.SE · 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{2WDZQKOHRO4FMOP5NSG2L6TWM5}

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

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Receipt and verification

First computed	2026-07-05T10:54:19.268569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5879829c78bb85639fd6c8da5fa766769543b95323b022d27acfc0b05a445dd

Aliases

arxiv: 2504.18693 · arxiv_version: 2504.18693v1 · doi: 10.48550/arxiv.2504.18693 · pith_short_12: 2WDZQKOHRO4F · pith_short_16: 2WDZQKOHRO4FMOP5 · pith_short_8: 2WDZQKOH

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/2WDZQKOHRO4FMOP5NSG2L6TWM5 \
  | 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: d5879829c78bb85639fd6c8da5fa766769543b95323b022d27acfc0b05a445dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eea89184864e137d70fc6015b1a0a704848a596749f3f547d1e4a877074acfe3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-25T21:00:20Z",
    "title_canon_sha256": "28bb20597b332eb490e0e705afdab3ee266502e2726bf762f6c56eeccad1ea8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18693",
    "kind": "arxiv",
    "version": 1
  }
}