Pith Number

pith:MWZG7PTE

pith:2025:MWZG7PTELHSEQEHF6QRUENIQOD

not attested not anchored not stored refs pending

Generative RLHF-V: Learning Principles from Multi-modal Human Preference

Boyuan Chen, Donghai Hong, Jiaming Ji, Jiapeng Sun, Jiayi Zhou, Sirui Han, Wenqi Chen, Yaodong Yang, Yike Guo

arxiv:2505.18531 v1 · 2025-05-24 · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{MWZG7PTELHSEQEHF6QRUENIQOD}

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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

6 papers in Pith

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

VisualFLIP: Do Predictions Depend on Task-Critical Visual Evidence in Multimodal Reasoning?

Safe Embodied AI for Long-horizon Tasks: A Cross-layer Analysis of Robotic Manipulation

SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained Learning

DT2IT-MRM: Debiased Preference Construction and Iterative Training for Multimodal Reward Modeling

Receipt and verification

First computed	2026-07-05T11:08:47.813445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65b26fbe6459e44810e5f42342351070f2a5a147290a57714875b0bdb8eb3bb5

Aliases

arxiv: 2505.18531 · arxiv_version: 2505.18531v1 · doi: 10.48550/arxiv.2505.18531 · pith_short_12: MWZG7PTELHSE · pith_short_16: MWZG7PTELHSEQEHF · pith_short_8: MWZG7PTE

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/MWZG7PTELHSEQEHF6QRUENIQOD \
  | 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: 65b26fbe6459e44810e5f42342351070f2a5a147290a57714875b0bdb8eb3bb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94e6c41ac7eda42f88626992cd8c08f8ccc108304e6f477e9366f88ae4a4b12f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-24T05:50:07Z",
    "title_canon_sha256": "d9f5d6412a51f02a9cd11602d34b6d6dffa1b5ba6ae229a451cb410ea3324ba7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18531",
    "kind": "arxiv",
    "version": 1
  }
}