Pith Number

pith:7YTTPW2F

pith:2026:7YTTPW2FGATVYYGHCM4ZOKR3SA

not attested not anchored not stored refs pending

Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs

Chen Liu, Chih-Ting Liao, Hao Xu, Janet Wang, Jianyang Gu, Lin Zhao, Muchao Ye, Qizhen Lan, Tianyang Wang, Xi Xiao, Yunbei Zhang, Yuxiang Wei

arxiv:2606.26387 v1 · 2026-06-24 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7YTTPW2FGATVYYGHCM4ZOKR3SA}

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	2026-06-26T00:15:39.002868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe2737db4530275c60c71339972a3b90077d44572e074fc07b254f048915b8ec

Aliases

arxiv: 2606.26387 · arxiv_version: 2606.26387v1 · doi: 10.48550/arxiv.2606.26387 · pith_short_12: 7YTTPW2FGATV · pith_short_16: 7YTTPW2FGATVYYGH · pith_short_8: 7YTTPW2F

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/7YTTPW2FGATVYYGHCM4ZOKR3SA \
  | 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: fe2737db4530275c60c71339972a3b90077d44572e074fc07b254f048915b8ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7078a1e1630406e9f1e1f578d68c06ca66aa41de04d723eda73f9d5f3adfd42",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-24T21:12:24Z",
    "title_canon_sha256": "1fb774185f2ddb930d67cc3c6b4c9092409e57418920b65e7d0bc7d1cae71cc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26387",
    "kind": "arxiv",
    "version": 1
  }
}