pith. sign in
Pith Number

pith:QJYJUSFE

pith:2026:QJYJUSFEW7YOEC4LUGH74NB3OW
not attested not anchored not stored refs pending

Automated Self-Testing as a Quality Gate: Evidence-Driven Release Management for LLM Applications

Alexandre Cristov\~ao Maiorano

arxiv:2603.15676 v2 · 2026-03-13 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QJYJUSFEW7YOEC4LUGH74NB3OW}

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 2026-05-22T01:04:00.270824Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

82709a48a4b7f0e20b8ba18ffe343b7584c3e455409404cf3fe32335669e67cf

Aliases

arxiv: 2603.15676 · arxiv_version: 2603.15676v2 · doi: 10.48550/arxiv.2603.15676 · pith_short_12: QJYJUSFEW7YO · pith_short_16: QJYJUSFEW7YOEC4L · pith_short_8: QJYJUSFE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QJYJUSFEW7YOEC4LUGH74NB3OW \
  | 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: 82709a48a4b7f0e20b8ba18ffe343b7584c3e455409404cf3fe32335669e67cf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e2ba94c694dd1223b5b01ad4b5cb4a16df7963141d38d6dfaef7d8259e6eccb3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-03-13T20:44:15Z",
    "title_canon_sha256": "b3c97df853bc8f9c71249939ca57781016dd5abfff3f757c7930c171969ae68d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.15676",
    "kind": "arxiv",
    "version": 2
  }
}