Pith Number

pith:Q6QA5ZMB

pith:2025:Q6QA5ZMBXWJOHNWKASFGOROZSL

not attested not anchored not stored refs pending

ZeroGUI: Automating Online GUI Learning at Zero Human Cost

Chenyu Yang, Hao Li, Jifeng Dai, Jinguo Zhu, Shi Liu, Shiqian Su, Weijie Su, Wenhai Wang, Xizhou Zhu, Xuan Dong, Xuehui Wang, Yue Yu, Yu Qiao, Zhaoyang Liu

arxiv:2505.23762 v1 · 2025-05-29 · cs.AI · cs.CL · 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{Q6QA5ZMBXWJOHNWKASFGOROZSL}

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

9 papers in Pith

MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization

AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents

Receipt and verification

First computed	2026-07-05T11:12:13.876669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87a00ee581bd92e3b6ca048a6745d992fcb1e899f6129c6c5b940c0922e4807d

Aliases

arxiv: 2505.23762 · arxiv_version: 2505.23762v1 · doi: 10.48550/arxiv.2505.23762 · pith_short_12: Q6QA5ZMBXWJO · pith_short_16: Q6QA5ZMBXWJOHNWK · pith_short_8: Q6QA5ZMB

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/Q6QA5ZMBXWJOHNWKASFGOROZSL \
  | 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: 87a00ee581bd92e3b6ca048a6745d992fcb1e899f6129c6c5b940c0922e4807d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16991ba193d0d86f65e37ad4e6cf839cababbdc94034c20be1b8a9fc02e62e27",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-29T17:59:51Z",
    "title_canon_sha256": "e87281159a5ac45cf42fef002a89a884b10263903308d82ad0f0fcdee0c1d744"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23762",
    "kind": "arxiv",
    "version": 1
  }
}