Pith Number

pith:4H5ZTYKF

pith:2025:4H5ZTYKF5RPLG6ALJOEKTOHGW4

not attested not anchored not stored refs pending

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Biao Yi, Fan Wu, Fei Wu, Guoyin Wang, Hongxia Yang, Jiasheng Ye, Jiwei Li, Keting Yin, Kun Kuang, Liang Wang, Meiling Tao, Ruixuan Xiao, Shengyu Zhang, Shengze Xu, Shenzhi Wang, Shuofei Qiao, Tao Xiong, Tieyong Zeng, Wangchunshu Zhou, Xiangxin Zhou, Xinchen Xu, Xueyu Hu, Yuchen Eleanor Jiang, Yuhuai Li, Yurun Chen, Zhaokai Wang, Zhou Zhao, Zishu Wei, Ziyu Zhao

arxiv:2508.04482 v1 · 2025-08-06 · cs.AI · cs.CL · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4H5ZTYKF5RPLG6ALJOEKTOHGW4}

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

6 papers in Pith

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis

Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents

Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Receipt and verification

First computed	2026-07-05T11:49:37.687659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1fb99e145ec5eb3780b4b88a9b8e6b712f6392b8db98812a83527065e52c6ea

Aliases

arxiv: 2508.04482 · arxiv_version: 2508.04482v1 · doi: 10.48550/arxiv.2508.04482 · pith_short_12: 4H5ZTYKF5RPL · pith_short_16: 4H5ZTYKF5RPLG6AL · pith_short_8: 4H5ZTYKF

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/4H5ZTYKF5RPLG6ALJOEKTOHGW4 \
  | 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: e1fb99e145ec5eb3780b4b88a9b8e6b712f6392b8db98812a83527065e52c6ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec827e16ee5b0216ec4ad26fa130123ebf85610f53512488ec78540a6573154f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-06T14:33:45Z",
    "title_canon_sha256": "6650b024c013fbf8c8962a40bfd6da68330f9f89aee20f9517f74b880c9e70f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04482",
    "kind": "arxiv",
    "version": 1
  }
}