Pith Number

pith:FDJBXAJG

pith:2025:FDJBXAJGLT6MUCRVCNUIQKV46O

not attested not anchored not stored refs pending

IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection

Chao Huang, Chengliang Liu, Xinghui Dong, Yanhui Li, Yuan Xiong, Yunkang Cao

arxiv:2508.09178 v2 · 2025-08-07 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{FDJBXAJGLT6MUCRVCNUIQKV46O}

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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

AgentIAD: Agentic Industrial Anomaly Detection via Adaptive Memory Augmentation

AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison

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

Receipt and verification

First computed	2026-07-05T11:53:50.919771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28d21b81265cfcca0a351368882abcf395d177fd594ff5091397b2020f0ffba4

Aliases

arxiv: 2508.09178 · arxiv_version: 2508.09178v2 · doi: 10.48550/arxiv.2508.09178 · pith_short_12: FDJBXAJGLT6M · pith_short_16: FDJBXAJGLT6MUCRV · pith_short_8: FDJBXAJG

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/FDJBXAJGLT6MUCRVCNUIQKV46O \
  | 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: 28d21b81265cfcca0a351368882abcf395d177fd594ff5091397b2020f0ffba4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce8947b8b5659b325c09e60d5576c980709c52b84eff9e6025b74d34409a0142",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-07T09:34:45Z",
    "title_canon_sha256": "0cc5d1f910c4db2f5aefb8bb9c1b7d0f98de30d8ea7523896ffa66fb7f8ffa6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09178",
    "kind": "arxiv",
    "version": 2
  }
}