Pith Number

pith:5JZ4ZJ6S

pith:2026:5JZ4ZJ6SUPKCUPHDGU4XTRAUAL

not attested not anchored not stored refs pending

Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs

Alexander Panfilov, Igor Shilov, Jonas Geiping, Maksym Andriushchenko, Peter Romov, Yves-Alexandre de Montjoye

arxiv:2603.24511 v2 · 2026-03-25 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5JZ4ZJ6SUPKCUPHDGU4XTRAUAL}

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

3 papers in Pith

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents

The Evaluation Game: Beyond Static LLM Benchmarking

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

Receipt and verification

First computed	2026-06-02T01:03:15.958076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea73cca7d2a3d42a3ce3353979c41402fdbdd2b43a779519764b47b3de0d38e7

Aliases

arxiv: 2603.24511 · arxiv_version: 2603.24511v2 · doi: 10.48550/arxiv.2603.24511 · pith_short_12: 5JZ4ZJ6SUPKC · pith_short_16: 5JZ4ZJ6SUPKCUPHD · pith_short_8: 5JZ4ZJ6S

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/5JZ4ZJ6SUPKCUPHDGU4XTRAUAL \
  | 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: ea73cca7d2a3d42a3ce3353979c41402fdbdd2b43a779519764b47b3de0d38e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08be702c3fc9e5375a6218721be13105f4cc0a087f4d9a007764f574b08c7c51",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-25T16:50:56Z",
    "title_canon_sha256": "39c50ccc005fb201f67c2bf0c578f4d0131df32dd6be4640d80a8a2098a35af8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.24511",
    "kind": "arxiv",
    "version": 2
  }
}