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Pith Number

pith:42LJFWK4

pith:2025:42LJFWK4H6MHJVHAIQC6RZWMIY
not attested not anchored not stored refs pending

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Chengzhi Liu, James Zou, Juncheng Wu, Qingyue Wei, Sheng Liu, Xin Eric Wang, Yuyin Zhou, Zhongxing Xu

arxiv:2505.21523 v3 · 2025-05-23 · cs.CL · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{42LJFWK4H6MHJVHAIQC6RZWMIY}

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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

26 papers in Pith

When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models
CARE: Competence-Aware Reward Shaping for Adaptive Reasoning Length in Video-MLLMs
GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs
Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning
No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs
Receipt and verification
First computed 2026-07-05T11:24:21.148849Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e69692d95c3f9874d4e04405e8e6cc4635a0a30bcf41a6a760d1cdf5d430b95b

Aliases

arxiv: 2505.21523 · arxiv_version: 2505.21523v3 · doi: 10.48550/arxiv.2505.21523 · pith_short_12: 42LJFWK4H6MH · pith_short_16: 42LJFWK4H6MHJVHA · pith_short_8: 42LJFWK4
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/42LJFWK4H6MHJVHAIQC6RZWMIY \
  | 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: e69692d95c3f9874d4e04405e8e6cc4635a0a30bcf41a6a760d1cdf5d430b95b
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "0866cb5100dafc0a517b853f4b06685c43b3e2e882b9abb769ebd3407f6b59e0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-23T05:08:40Z",
    "title_canon_sha256": "5d43c5c3968cfd708ecd52605f7c4b7249e9070c084cfd17fe4045d80abd8ae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21523",
    "kind": "arxiv",
    "version": 3
  }
}