Pith Number

pith:A2SJWPRO

pith:2025:A2SJWPROSEJY5V5WXM6H3DHMFX

not attested not anchored not stored refs pending

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

Chenghao Xiao, Deli Zhao, Hao Zhang, Hou Pong Chan, Jianyu Wang, Long Li, Ruifeng Yuan, Sicong Leng, Tingyang Xu, Weiwen Xu, Yu Rong, Zhongyu Wei

arxiv:2507.22607 v2 · 2025-07-30 · cs.CV · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A2SJWPROSEJY5V5WXM6H3DHMFX}

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

3 papers in Pith

Asking like Socrates: Socrates helps VLMs understand remote sensing images

SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models

Receipt and verification

First computed	2026-07-05T11:46:00.604905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06a49b3e2e91138ed7b6bb3c7d8cec2dcd08155a15b3052125ed11ecc781ef7f

Aliases

arxiv: 2507.22607 · arxiv_version: 2507.22607v2 · doi: 10.48550/arxiv.2507.22607 · pith_short_12: A2SJWPROSEJY · pith_short_16: A2SJWPROSEJY5V5W · pith_short_8: A2SJWPRO

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/A2SJWPROSEJY5V5WXM6H3DHMFX \
  | 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: 06a49b3e2e91138ed7b6bb3c7d8cec2dcd08155a15b3052125ed11ecc781ef7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee4aedc23ea65bb20fb62da51d19d1960867bdf49669a94c94eb9d40ea573680",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-30T12:23:21Z",
    "title_canon_sha256": "7bbd7dea38d6d18a6cecff517eb66536c393050bf460b7cf01f3889d3d151ff9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22607",
    "kind": "arxiv",
    "version": 2
  }
}