Pith Number

pith:ZEPGSQG2

pith:2019:ZEPGSQG25U5NY6CEY4EIOJBD3P

not attested not anchored not stored refs pending

Stiffness: A New Perspective on Generalization in Neural Networks

Pawe{\l} Krzysztof Nowak, Srini Narayanan, Stanislav Fort, Stanislaw Jastrzebski

arxiv:1901.09491 v3 · 2019-01-28 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZEPGSQG25U5NY6CEY4EIOJBD3P}

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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

Channel Location Constrains the Auditability of Subliminal Learning

Receipt and verification

First computed	2026-07-05T00:47:47.034969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c91e6940daed3adc7844c708872423dbff3d2f2e45ca43c9974f0d31a0d316e7

Aliases

arxiv: 1901.09491 · arxiv_version: 1901.09491v3 · doi: 10.48550/arxiv.1901.09491 · pith_short_12: ZEPGSQG25U5N · pith_short_16: ZEPGSQG25U5NY6CE · pith_short_8: ZEPGSQG2

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/ZEPGSQG25U5NY6CEY4EIOJBD3P \
  | 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: c91e6940daed3adc7844c708872423dbff3d2f2e45ca43c9974f0d31a0d316e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cd82d0b61f3acdd6a5ad3555dc77a66f69c34939cf79f30e054b08cff174bf3",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-28T02:49:46Z",
    "title_canon_sha256": "ffa4ed03004445ee6d89ff613a9d33f9fbcedfd81aba4458bb1e92de51e77fb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09491",
    "kind": "arxiv",
    "version": 3
  }
}