Pith Number

pith:J2UV2NRD

pith:2018:J2UV2NRDVXP4GWNTLMCVQIIZR5

not attested not anchored not stored refs pending

Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning

Jurij Kost, Malte Hoffmann, Michaela Regneri, Niklas Pietsch, Sabine Stamm, Timo Schulz

arxiv:1807.07404 v1 · 2018-07-17 · cs.LG · cs.AI · 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{J2UV2NRDVXP4GWNTLMCVQIIZR5}

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	2026-05-18T00:10:20.239928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ea95d3623addfc359b35b055821198f7772ef032ec3d3a5e7e6ad051c9c97c9

Aliases

arxiv: 1807.07404 · arxiv_version: 1807.07404v1 · doi: 10.48550/arxiv.1807.07404 · pith_short_12: J2UV2NRDVXP4 · pith_short_16: J2UV2NRDVXP4GWNT · pith_short_8: J2UV2NRD

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/J2UV2NRDVXP4GWNTLMCVQIIZR5 \
  | 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: 4ea95d3623addfc359b35b055821198f7772ef032ec3d3a5e7e6ad051c9c97c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01df70b46fec3871fd13605436417d113cfb9b6f131312b87ad317f3992f08ff",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-17T14:02:14Z",
    "title_canon_sha256": "1e39ea82f999d13d34e89eac6ea12c9813054aca76e5b4d4f91e35ad75426e75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.07404",
    "kind": "arxiv",
    "version": 1
  }
}