Pith Number

pith:PIXSDZXZ

pith:2024:PIXSDZXZTMAPXQPXWA76EJGBT3

not attested not anchored not stored refs pending

PSA-VLM: Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment

Bo Zheng, Chongjun Wang, Jiaheng Liu, Qiushi Cui, Xiangyu Yue, Xiaoyong Zhu, Yingshui Tan, Yuanbi Nie, Zhendong Liu

arxiv:2411.11543 v4 · 2024-11-18 · cs.CV · 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{PIXSDZXZTMAPXQPXWA76EJGBT3}

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	2026-07-05T09:59:55.457269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a2f21e6f99b00fbc1f7b03fe224c19ed849b48115885caafb83c1a2e1224431

Aliases

arxiv: 2411.11543 · arxiv_version: 2411.11543v4 · doi: 10.48550/arxiv.2411.11543 · pith_short_12: PIXSDZXZTMAP · pith_short_16: PIXSDZXZTMAPXQPX · pith_short_8: PIXSDZXZ

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/PIXSDZXZTMAPXQPXWA76EJGBT3 \
  | 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: 7a2f21e6f99b00fbc1f7b03fe224c19ed849b48115885caafb83c1a2e1224431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9f19d5c6368c2214a78524fe8840b193c3f18e5d48be7e86de9f5d7fc1399cc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-18T13:01:57Z",
    "title_canon_sha256": "88e5e48f716c8ab34e01ea4ac8baf200185ff63f6794ece5fcbc8828910e5a7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11543",
    "kind": "arxiv",
    "version": 4
  }
}