Pith Number

pith:AVIEGOHH

pith:2026:AVIEGOHH4SRNHDVTZMUFIKGAKZ

not attested not anchored not stored refs pending

RobustMAD: Evaluating Real-World Robustness of Multimodal Small Language Models for Deployable Anomaly Detection Assistants

Anushiya Arunan, Chau Yuen, Nhu Khue Vuong, U-Xuan Tan, Xiaoli Li, Xin Li, Yan Qin

arxiv:2607.16243 v1 · 2026-06-26 · cs.LG · 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{AVIEGOHH4SRNHDVTZMUFIKGAKZ}

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	2026-07-21T00:20:07.791133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05504338e7e4a2d38eb3cb285428c05651831afb2a0237fb957f6e314189c3fd

Aliases

arxiv: 2607.16243 · arxiv_version: 2607.16243v1 · doi: 10.48550/arxiv.2607.16243 · pith_short_12: AVIEGOHH4SRN · pith_short_16: AVIEGOHH4SRNHDVT · pith_short_8: AVIEGOHH

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/AVIEGOHH4SRNHDVTZMUFIKGAKZ \
  | 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: 05504338e7e4a2d38eb3cb285428c05651831afb2a0237fb957f6e314189c3fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dc8b6850d9c4388163dfde270180bbc8903c5084dbcc941cc42cb3ed1f9d2d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-26T09:15:07Z",
    "title_canon_sha256": "e80f368378e530a1aa85def92c8e710c96ba7ab6ba306d4cc7f4bc10a35a23ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16243",
    "kind": "arxiv",
    "version": 1
  }
}