Pith Number

pith:Z3YQ75XK

pith:2025:Z3YQ75XKPRDJ7KZYYHJFYZLSNK

not attested not anchored not stored refs pending

Visual Agentic Reinforcement Fine-Tuning

Dahua Lin, Haodong Duan, Jiaqi Wang, Xiaoyi Dong, Yuhang Cao, Yuhang Zang, Yushan Zou, Zijian Liang, Ziyu Liu

arxiv:2505.14246 v1 · 2025-05-20 · 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{Z3YQ75XKPRDJ7KZYYHJFYZLSNK}

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.

Cited by

17 papers in Pith

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

TAPO: Tool-Aware Policy Optimization via Credit Transfer for Multimodal Search Agents

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

When to Re-Commit: Temporal Abstraction Discovery for Long-Horizon Vision-Language Reasoning

Receipt and verification

First computed	2026-07-05T11:05:58.381465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cef10ff6ea7c469fab38c1d25c65726a938ccd739b7b27afa0cf7a139dc3593e

Aliases

arxiv: 2505.14246 · arxiv_version: 2505.14246v1 · doi: 10.48550/arxiv.2505.14246 · pith_short_12: Z3YQ75XKPRDJ · pith_short_16: Z3YQ75XKPRDJ7KZY · pith_short_8: Z3YQ75XK

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/Z3YQ75XKPRDJ7KZYYHJFYZLSNK \
  | 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: cef10ff6ea7c469fab38c1d25c65726a938ccd739b7b27afa0cf7a139dc3593e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60cc85778631bf0d63feb621399bb6f5fc8f349486c8ecbdb156df20220fa22e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-20T11:59:25Z",
    "title_canon_sha256": "ace08cc8d5f61bcc13c6609beddab3c1f3438967cc5f6955511173bbb7f422b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14246",
    "kind": "arxiv",
    "version": 1
  }
}