Pith Number

pith:G34JKKB3

pith:2024:G34JKKB3X2Z7PTNI73XD2ZBDAN

not attested not anchored not stored refs pending

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Ben Kao, Chengyou Jia, Chuanyang Jin, Fangzhi Xu, Guohao Li, Junxian He, Kanzhi Cheng, Liheng Chen, Qiushi Sun, Yian Wang, Yu Qiao, Zhenyu Wu, Zhiyong Wu, Zhoumianze Liu, Zichen Ding

arxiv:2412.19723 v3 · 2024-12-27 · cs.AI · cs.CL · cs.CV · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G34JKKB3X2Z7PTNI73XD2ZBDAN}

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

12 papers in Pith

ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks

ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories

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

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization

Receipt and verification

First computed	2026-07-05T11:28:13.266998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36f895283bbeb3f7cda8feee3d6423035d63d991c50d0eb9a971eb1ad3af49fe

Aliases

arxiv: 2412.19723 · arxiv_version: 2412.19723v3 · doi: 10.48550/arxiv.2412.19723 · pith_short_12: G34JKKB3X2Z7 · pith_short_16: G34JKKB3X2Z7PTNI · pith_short_8: G34JKKB3

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/G34JKKB3X2Z7PTNI73XD2ZBDAN \
  | 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: 36f895283bbeb3f7cda8feee3d6423035d63d991c50d0eb9a971eb1ad3af49fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27ef6b25ca5578651771b96ad4b39f94b58f4087ce5cc518f75b749b6e885131",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-27T16:21:58Z",
    "title_canon_sha256": "acd0d72f7dcd56c3da1ed0d1bc0c350e43ea03fc6ff5081fb73dd87d99c5c806"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19723",
    "kind": "arxiv",
    "version": 3
  }
}