Pith Number

pith:WVMQWPHG

pith:2026:WVMQWPHGTCSDXEFHV7QMBP5NMZ

not attested not anchored not stored refs pending

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning

Jun Zhao, Kang Liu, Pengfei Cao, Tianyi Men, Yubo Chen, Zhuoran Jin

arxiv:2606.27330 v1 · 2026-06-25 · cs.CL · cs.AI · 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{WVMQWPHGTCSDXEFHV7QMBP5NMZ}

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.

Receipt and verification

First computed	2026-06-26T01:16:18.916679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5590b3ce698a43b90a7afe0c0bfad6665a5b5cec92da7b28c400f540032eed9

Aliases

arxiv: 2606.27330 · arxiv_version: 2606.27330v1 · doi: 10.48550/arxiv.2606.27330 · pith_short_12: WVMQWPHGTCSD · pith_short_16: WVMQWPHGTCSDXEFH · pith_short_8: WVMQWPHG

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/WVMQWPHGTCSDXEFHV7QMBP5NMZ \
  | 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: b5590b3ce698a43b90a7afe0c0bfad6665a5b5cec92da7b28c400f540032eed9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c2e0356eb77a2e4fbfe500d91f5624b409e2394ca4a68a9c4257bbffdd3b049",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-25T17:44:48Z",
    "title_canon_sha256": "eb83e79882037a2ae59a1a1539771aec5a1950d933c65d7a2bcd1e5ac3926a52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27330",
    "kind": "arxiv",
    "version": 1
  }
}