Pith Number

pith:RAMQNUMV

pith:2023:RAMQNUMVMNYUGWKZK5HJNG6LCI

not attested not anchored not stored refs pending

A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification

Lucas C. Cordeiro, Mohamed Amine Ferrag, Norbert Tihanyi, Ridhi Jain, Yiannis Charalambous, Youcheng Sun

arxiv:2305.14752 v2 · 2023-05-24 · cs.SE · cs.AI · cs.FL · 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{RAMQNUMVMNYUGWKZK5HJNG6LCI}

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	2026-07-05T08:37:35.363800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

881906d1956371435959574e969bcb12040f73a2e9ee8c80d9f38c1658232d39

Aliases

arxiv: 2305.14752 · arxiv_version: 2305.14752v2 · doi: 10.48550/arxiv.2305.14752 · pith_short_12: RAMQNUMVMNYU · pith_short_16: RAMQNUMVMNYUGWKZ · pith_short_8: RAMQNUMV

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/RAMQNUMVMNYUGWKZK5HJNG6LCI \
  | 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: 881906d1956371435959574e969bcb12040f73a2e9ee8c80d9f38c1658232d39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a50a5a52047e9ab93ab461c2abd1e0912cf1c44ba811bf963bb2a812f51fa778",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.FL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-24T05:54:10Z",
    "title_canon_sha256": "2bd288e357733c2aceb12b366542dd88e0774f2d7475b38ea59ecf1b0269d3c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14752",
    "kind": "arxiv",
    "version": 2
  }
}