Pith Number

pith:VZV5H76O

pith:2024:VZV5H76O7UJW6AGKZCIDYRYL6P

not attested not anchored not stored refs pending

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining

Hao Fei, Juncheng Li, Kaihang Pan, Minghe Gao, Siliang Tang, Wang Lin, Wenqiao Zhang, Xinglei Pang, Yueting Zhuang, Zhiqi Ge

arxiv:2412.10342 v2 · 2024-12-13 · 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{VZV5H76O7UJW6AGKZCIDYRYL6P}

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

Large Language Model-Brained GUI Agents: A Survey

Receipt and verification

First computed	2026-07-05T10:08:54.200693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae6bd3ffcefd136f00cac8903c470bf3fcec5b18fcfe7371f13e46816d0a5ba8

Aliases

arxiv: 2412.10342 · arxiv_version: 2412.10342v2 · doi: 10.48550/arxiv.2412.10342 · pith_short_12: VZV5H76O7UJW · pith_short_16: VZV5H76O7UJW6AGK · pith_short_8: VZV5H76O

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/VZV5H76O7UJW6AGKZCIDYRYL6P \
  | 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: ae6bd3ffcefd136f00cac8903c470bf3fcec5b18fcfe7371f13e46816d0a5ba8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04045e1c0d3352bb3763914d933cbadcc7128a2fde294cdbf039ea819312e6a4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-13T18:40:10Z",
    "title_canon_sha256": "b77c3012b608a0f8d63185cbfa63676f39333444935de6b97192af724d6aa6be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10342",
    "kind": "arxiv",
    "version": 2
  }
}