Pith Number

pith:SWKFJJS7

pith:2025:SWKFJJS72CNRT36N4QJFTRMFQX

not attested not anchored not stored refs pending

Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration

Han Zhou, Hootan Nakhost, Ke Jiang, Rajarishi Sinha, Ruoxi Sun, Sercan \"O. Ar{\i}k, Xingchen Wan

arxiv:2509.10704 v1 · 2025-09-12 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWKFJJS72CNRT36N4QJFTRMFQX}

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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

5 papers in Pith

Semantic Browsing: Controllable Diversity for Image Generation

APEX: Automated Prompt Engineering eXpert with Dynamic Data Selection

Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation

Receipt and verification

First computed	2026-07-05T12:11:26.334673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

959454a65fd09b19efcde41259c58585d757b8b04e001960cfcbb520411ac1ca

Aliases

arxiv: 2509.10704 · arxiv_version: 2509.10704v1 · doi: 10.48550/arxiv.2509.10704 · pith_short_12: SWKFJJS72CNR · pith_short_16: SWKFJJS72CNRT36N · pith_short_8: SWKFJJS7

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/SWKFJJS72CNRT36N4QJFTRMFQX \
  | 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: 959454a65fd09b19efcde41259c58585d757b8b04e001960cfcbb520411ac1ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4094031a3591beace0454b77dd4ba1ab76b6c954563f6e59103c589876222823",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-12T21:45:16Z",
    "title_canon_sha256": "0c4568a185b6cc7cab6316ba09b5231c40da595c9de112b06cdf63a879455728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10704",
    "kind": "arxiv",
    "version": 1
  }
}