Pith Number

pith:FB2ZMCBA

pith:2024:FB2ZMCBAQ5M5DS4G63DQLJPXXD

not attested not anchored not stored refs pending

Fooling LLM graders into giving better grades through neural activity guided adversarial prompting

Atsushi Yamamura, Surya Ganguli

arxiv:2412.15275 v1 · 2024-12-17 · cs.CR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FB2ZMCBAQ5M5DS4G63DQLJPXXD}

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	2026-07-05T09:52:00.974840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28759608208759d1cb86f6c705a5f7b8c2e2f8e662fc76ee54cfcb5dff171389

Aliases

arxiv: 2412.15275 · arxiv_version: 2412.15275v1 · doi: 10.48550/arxiv.2412.15275 · pith_short_12: FB2ZMCBAQ5M5 · pith_short_16: FB2ZMCBAQ5M5DS4G · pith_short_8: FB2ZMCBA

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/FB2ZMCBAQ5M5DS4G63DQLJPXXD \
  | 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: 28759608208759d1cb86f6c705a5f7b8c2e2f8e662fc76ee54cfcb5dff171389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0b1a4504cd6b351b9ec2e421d46e8371276bb8d0f7f622ea5c66dfd96f029f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-17T19:08:22Z",
    "title_canon_sha256": "8847c84e9a5839ebdac69886da69b4394fb50ae576e8a4bf5b5d64401df27f9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15275",
    "kind": "arxiv",
    "version": 1
  }
}