Pith Number

pith:FO7JATZR

pith:2026:FO7JATZRJTFKMYD4DF5YMZPUCL

not attested not anchored not stored refs pending

Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments

Adam Mahdi, Adel Bibi, Arkadiusz Drohomirecki, Baoyuan Wu, Chris Russell, Christopher Summerfield, Damian Rynczak, Fazl Barez, Grzegorz Biziel, Guohao Li, Hanna Yershova, Kai Rawal, Kumail Alhamoud, Michal Zakrzewski, Mykola Vysotskyi, Philip Torr, Runqi Lin, Sebastian Montagna, Shreyansh Padarha, Taras Rumezhak, Volodymyr Karpiv, William Lugoloobi, Xander Davies, Yarin Gal, Zihao Fu

arxiv:2606.14397 v2 · 2026-06-12 · 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{FO7JATZRJTFKMYD4DF5YMZPUCL}

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	2026-06-26T01:15:54.463363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bbe904f314ccaa6607c197b8665f412e7bdb88c9cae630afdcf89d7b50104f1

Aliases

arxiv: 2606.14397 · arxiv_version: 2606.14397v2 · doi: 10.48550/arxiv.2606.14397 · pith_short_12: FO7JATZRJTFK · pith_short_16: FO7JATZRJTFKMYD4 · pith_short_8: FO7JATZR

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/FO7JATZRJTFKMYD4DF5YMZPUCL \
  | 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: 2bbe904f314ccaa6607c197b8665f412e7bdb88c9cae630afdcf89d7b50104f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6dc9c773d678ffc9abf9bf8d9c04a2b5860fd03e2d9cb092d2968e58ab1b588",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-12T12:32:24Z",
    "title_canon_sha256": "56cb9ed1841154eb10f5f6770d450227212f5a2bf148479fd89a998e926d1ff4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.14397",
    "kind": "arxiv",
    "version": 2
  }
}