Pith Number

pith:7XRZZWS2

pith:2025:7XRZZWS2SRDZFQFLWTTUUSZGOC

not attested not anchored not stored refs pending

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

Alexander Xiong, Andy Zhou, Bo Li, Chejian Xu, Chengquan Guo, Chenhui Zhang, Chulin Xie, Dan Hendrycks, Dawn Song, Francesco Pinto, Jeffrey Ziwei Tan, Jiawei Zhang, Lingzhi Yuan, Mintong Kang, Peiyang Xu, Xuandong Zhao, Yi Zeng, Yu Gai, Yujin Potter, Zhaorun Chen, Zhen Xiang, Zhun Wang, Zhuowen Yuan, Zidi Xiong, Zinan Lin

arxiv:2503.14827 v1 · 2025-03-19 · cs.CL · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7XRZZWS2SRDZFQFLWTTUUSZGOC}

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	2026-07-05T10:34:25.256028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fde39cda5a944792c0abb4e74a4b2670abbec7b72c671cd49d736c51817bddcb

Aliases

arxiv: 2503.14827 · arxiv_version: 2503.14827v1 · doi: 10.48550/arxiv.2503.14827 · pith_short_12: 7XRZZWS2SRDZ · pith_short_16: 7XRZZWS2SRDZFQFL · pith_short_8: 7XRZZWS2

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/7XRZZWS2SRDZFQFLWTTUUSZGOC \
  | 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: fde39cda5a944792c0abb4e74a4b2670abbec7b72c671cd49d736c51817bddcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63b20c788a067aa76cf2212a2418025f4af9ab3c9788df9ce775c4509f21b3b0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-19T01:59:44Z",
    "title_canon_sha256": "d8f079d4559d515a704a0bfef98eab2867ba64efc743ae3fc57ca3bc6739189d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14827",
    "kind": "arxiv",
    "version": 1
  }
}