Pith Number

pith:IWBHPHFE

pith:2025:IWBHPHFEKLJQQUCLSU4673SAQJ

not attested not anchored not stored refs pending

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

BingZhang Hu, Dongwei Ji, Yi Zhou

arxiv:2508.05503 v1 · 2025-08-07 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IWBHPHFEKLJQQUCLSU4673SAQJ}

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

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence

AgentIAD: Agentic Industrial Anomaly Detection via Adaptive Memory Augmentation

AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation

Receipt and verification

First computed	2026-07-05T11:50:14.370562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4582779ca452d308504b9539efee40826025e253c15f65309eb7e89080a32449

Aliases

arxiv: 2508.05503 · arxiv_version: 2508.05503v1 · doi: 10.48550/arxiv.2508.05503 · pith_short_12: IWBHPHFEKLJQ · pith_short_16: IWBHPHFEKLJQQUCL · pith_short_8: IWBHPHFE

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/IWBHPHFEKLJQQUCLSU4673SAQJ \
  | 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: 4582779ca452d308504b9539efee40826025e253c15f65309eb7e89080a32449

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d6fc928ee120814da3b2e353147fd6ed868573a597bcb045c902ab23a6d5cc2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-07T15:36:38Z",
    "title_canon_sha256": "caef4846c0a79a7c1a9f98ff62d651e26f34c5a757bee9648037cf76606c7a2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05503",
    "kind": "arxiv",
    "version": 1
  }
}