Pith Number

pith:Q7FN6RO5

pith:2020:Q7FN6RO5JI7VQJRWRMM6WWBAJR

not attested not anchored not stored refs pending

Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance

Andrew J. Lohn

arxiv:2009.00802 v1 · 2020-09-02 · cs.LG · cs.AI · cs.CV · cs.CY · cs.SE · 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{Q7FN6RO5JI7VQJRWRMM6WWBAJR}

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

Gradient-Optimized Fuzzy Classifier: A Benchmark Study Against State-of-the-Art Models

Receipt and verification

First computed	2026-07-05T01:32:28.641843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87cadf45dd4a3f5826368b19eb58204c66179b33147aa3ef7c1c10a6a121e4d7

Aliases

arxiv: 2009.00802 · arxiv_version: 2009.00802v1 · doi: 10.48550/arxiv.2009.00802 · pith_short_12: Q7FN6RO5JI7V · pith_short_16: Q7FN6RO5JI7VQJRW · pith_short_8: Q7FN6RO5

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/Q7FN6RO5JI7VQJRWRMM6WWBAJR \
  | 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: 87cadf45dd4a3f5826368b19eb58204c66179b33147aa3ef7c1c10a6a121e4d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c59f072f406c506a43533a448911f20d97b79e15f6f2218ea75f964beec9581",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.CY",
      "cs.SE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-02T03:33:40Z",
    "title_canon_sha256": "a60acd5fa2f2ba3af49f60cfd136232f3cec4f88fbc2240a6b04c7ea73a5b30e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.00802",
    "kind": "arxiv",
    "version": 1
  }
}