Pith Number

pith:UOGKXQWX

pith:2024:UOGKXQWXL2HSMGFM42JIIY2QNO

not attested not anchored not stored refs pending

Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Chun Jie Chong, Iulian Neamtiu, Zhihao Yao

arxiv:2409.19182 v2 · 2024-09-27 · cs.CR · 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{UOGKXQWXL2HSMGFM42JIIY2QNO}

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

3 papers in Pith

Can LLMs be Effective Code Contributors? A Study on Open-source Projects

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Accountable Agents in Software Engineering: An Analysis of Terms of Service and a Research Roadmap

Receipt and verification

First computed	2026-07-05T09:19:32.236835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a38cabc2d75e8f2618ace6928463506bb4a347fd82211095f9720470fa95bdef

Aliases

arxiv: 2409.19182 · arxiv_version: 2409.19182v2 · doi: 10.48550/arxiv.2409.19182 · pith_short_12: UOGKXQWXL2HS · pith_short_16: UOGKXQWXL2HSMGFM · pith_short_8: UOGKXQWX

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/UOGKXQWXL2HSMGFM42JIIY2QNO \
  | 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: a38cabc2d75e8f2618ace6928463506bb4a347fd82211095f9720470fa95bdef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df1cdc8b9341f3b8e53ac3c1f7bbef50404d614efe43b53d9ca7458576c87811",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-27T23:41:51Z",
    "title_canon_sha256": "78c3c1ce679193ae3bda1c5c6972be69dbfa0219346deb50e10b70ee57bd5e35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19182",
    "kind": "arxiv",
    "version": 2
  }
}