Pith Number

pith:G6GX5GMY

pith:2025:G6GX5GMYJN44JMQXCCDUFXPQZO

not attested not anchored not stored refs pending

Gandalf the Red: Adaptive Security for LLMs

Adri\`a Romero-L\'opez, Alan Commike, Andreas Signer, Athanasios Theocharis, Dami\'an Pascual-Ortiz, Daniel Timbrell, David Haber, Jakub Podolak, Janet Darling, Julia Bazi\'nska, Kyriacos Shiarlis, Manuel Knott, Marco Lancini, Mateo Rojas-Carulla, Matthew Fiedler, Matthias Kraft, Max Mathys, Mykhailo Bichurin, Niklas Pfister, Peter Dienes, Samuel Trautwein, Samuel Watts, Santiago Arias, V\'aclav Volhejn, Yun-Han Wu, Zsolt Terek

arxiv:2501.07927 v3 · 2025-01-14 · cs.LG · cs.AI · cs.CL · 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{G6GX5GMYJN44JMQXCCDUFXPQZO}

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

Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models

Receipt and verification

First computed	2026-07-05T11:47:59.646076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

378d7e99984b79c4b217108742ddf0cb9c419bf4817f2d85dae524fe0aac6e46

Aliases

arxiv: 2501.07927 · arxiv_version: 2501.07927v3 · doi: 10.48550/arxiv.2501.07927 · pith_short_12: G6GX5GMYJN44 · pith_short_16: G6GX5GMYJN44JMQX · pith_short_8: G6GX5GMY

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/G6GX5GMYJN44JMQXCCDUFXPQZO \
  | 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: 378d7e99984b79c4b217108742ddf0cb9c419bf4817f2d85dae524fe0aac6e46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2e31253c669a4f7610ef8ffaf06cb0cb8b911fa3ac43002e823adb57fc1885d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-14T08:30:49Z",
    "title_canon_sha256": "8d24f446c7eab8814a3fc30fe08a4ae27d2ddfa02e77e79624cb83e1806bd7a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07927",
    "kind": "arxiv",
    "version": 3
  }
}