Pith Number

pith:DYO6ZH7I

pith:2026:DYO6ZH7IQYMLD6BYGH6F72JDSD

not attested not anchored not stored refs pending

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Che Liu, Cong Wei, Fangzhen Lin, Haozhe Wang, Jiaming Liu, Jimmy Lin, Jinpeng Yu, Ping Nie, Ruihua Huang, Weijia Feng, Wenhu Chen

arxiv:2607.05382 v1 · 2026-07-06 · 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{DYO6ZH7IQYMLD6BYGH6F72JDSD}

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

1 paper in Pith

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation

Receipt and verification

First computed	2026-07-07T03:19:25.573207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e1dec9fe88618b1f83831fc5fe92390ea7325b521b1de7c2a7047f32a1bb69a

Aliases

arxiv: 2607.05382 · arxiv_version: 2607.05382v1 · doi: 10.48550/arxiv.2607.05382 · pith_short_12: DYO6ZH7IQYML · pith_short_16: DYO6ZH7IQYMLD6BY · pith_short_8: DYO6ZH7I

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/DYO6ZH7IQYMLD6BYGH6F72JDSD \
  | 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: 1e1dec9fe88618b1f83831fc5fe92390ea7325b521b1de7c2a7047f32a1bb69a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c0aa265bbef09e31855e158861076d06037d9f33a5f0deb4a1906f40bbf3525",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-06T17:56:12Z",
    "title_canon_sha256": "70eec35baa9e129c18ab9fd815890f60444992ab05950b9e07c9625a5b40bfc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05382",
    "kind": "arxiv",
    "version": 1
  }
}