Pith Number

pith:CP4KLXKB

pith:2025:CP4KLXKBYJHWEEF277HKXFE6JP

not attested not anchored not stored refs pending

Mechanistic understanding and validation of large AI models with SemanticLens

Jim Berend, Johanna Vielhaben, Maximilian Dreyer, Sebastian Lapuschkin, Thomas Wiegand, Tobias Labarta, Wojciech Samek

arxiv:2501.05398 v1 · 2025-01-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CP4KLXKBYJHWEEF277HKXFE6JP}

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

Relevance-driven Input Dropout: an Explanation-guided Regularization Technique

Receipt and verification

First computed	2026-07-05T09:59:09.209954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13f8a5dd41c24f6210baffceab949e4bc2049b0d5cd4f089393332b7ca6310e3

Aliases

arxiv: 2501.05398 · arxiv_version: 2501.05398v1 · doi: 10.48550/arxiv.2501.05398 · pith_short_12: CP4KLXKBYJHW · pith_short_16: CP4KLXKBYJHWEEF2 · pith_short_8: CP4KLXKB

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/CP4KLXKBYJHWEEF277HKXFE6JP \
  | 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: 13f8a5dd41c24f6210baffceab949e4bc2049b0d5cd4f089393332b7ca6310e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d047200c78e73ecfdef4a4a06da789573b977c450f10476488a3af70ab1aee1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-09T17:47:34Z",
    "title_canon_sha256": "da0c63fc3bf4d07f71d61c529798153014f8c59386e2c29ac42e5bd4c5bf508d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05398",
    "kind": "arxiv",
    "version": 1
  }
}