Pith Number

pith:PQ7EZE5D

pith:2025:PQ7EZE5DVM3NZARJ5CEMKC3GHF

not attested not anchored not stored refs pending

Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights

Adrien Maret, Alexandra D. Constantinou, Alexis Deprez, Amir Mahla, Antoine Bonnet, Antoine Chassang, Antoine d'Andign\'e, Arturo Mena, Augustin Derupti, Aur\'elien Delfosse, Avshalom Manevich, Axel Moyal, Axel Nguyen Kerbel, Breno Baldas Skuk, Charles Kantor, Charles Masson, Emilien Bir\'e, Erwan Le Jumeau de Kergaradec, Hamza Benchekroun, Hubert de La Jonqui\`ere, Julien Revelle, Laurent Sifre, L\'eo Tronchon, Louis Thiry, Ludovic Denoyer, Marc Thibault, Mar\'ia Santos, Mathieu Andreux, Math\"is Federico, Mats L. Richter, Matthew C. H. Lee, Matthias Brunel, Maxime Theillard, Michael Eickenberg, Micka\"el Chen, Nathan Bout, Nicolas Usunier, Philippe Modard, Pierre-Louis Cedoz, Rafa\"el Maurin, Riaz Bordie, Tony Wu, Xavier Koegler, Yann Labb\'e

arxiv:2506.02865 v2 · 2025-06-03 · 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{PQ7EZE5DVM3NZARJ5CEMKC3GHF}

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

4 papers in Pith

OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents

"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents

MolmoWeb: Open Visual Web Agent and Open Data for the Open Web

Weblica: Scalable and Reproducible Training Environments for Visual Web Agents

Receipt and verification

First computed	2026-07-05T11:19:28.157791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c3e4c93a3ab36dc8229e888c50b6639592d9f7cd071c7120d441553e7145909

Aliases

arxiv: 2506.02865 · arxiv_version: 2506.02865v2 · doi: 10.48550/arxiv.2506.02865 · pith_short_12: PQ7EZE5DVM3N · pith_short_16: PQ7EZE5DVM3NZARJ · pith_short_8: PQ7EZE5D

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/PQ7EZE5DVM3NZARJ5CEMKC3GHF \
  | 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: 7c3e4c93a3ab36dc8229e888c50b6639592d9f7cd071c7120d441553e7145909

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e50527d1cff57ebf6a730259388b152946079d05279141887f895fc8bd188ccc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-03T13:29:03Z",
    "title_canon_sha256": "8f120395614efec94185c98aad352ca1e6380e9ff00fd816d03b3450eb78436e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02865",
    "kind": "arxiv",
    "version": 2
  }
}