Pith Number

pith:GNPVSJP2

pith:2024:GNPVSJP2O532I5S4KOORZRH7PZ

not attested not anchored not stored refs pending

Scaling Trends in Language Model Robustness

Aaron Tucker, Adam Gleave, Ian McKenzie, Micha{\l} Zajac, Nikolaus Howe, Oskar Hollinsworth, Pierre-Luc Bacon, Tom Tseng

arxiv:2407.18213 v5 · 2024-07-25 · 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{GNPVSJP2O532I5S4KOORZRH7PZ}

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

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T11:16:02.804746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

335f5925fa7777a4765c539d1cc4ff7e639dbe698d72f9b99d63a2fb11f0d7d4

Aliases

arxiv: 2407.18213 · arxiv_version: 2407.18213v5 · doi: 10.48550/arxiv.2407.18213 · pith_short_12: GNPVSJP2O532 · pith_short_16: GNPVSJP2O532I5S4 · pith_short_8: GNPVSJP2

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/GNPVSJP2O532I5S4KOORZRH7PZ \
  | 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: 335f5925fa7777a4765c539d1cc4ff7e639dbe698d72f9b99d63a2fb11f0d7d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "789b1ff349e312c2f382e91571569dcb4701175386a67561564f55ecba7c5e38",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-25T17:26:41Z",
    "title_canon_sha256": "4dc78674efa53b51271e53dc78cd61ab2163ab95486edce7bd3112bf32d947bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18213",
    "kind": "arxiv",
    "version": 5
  }
}