Pith Number

pith:D52PXSWC

pith:2016:D52PXSWCBQCKMICSTTQCSWQKFK

not attested not anchored not stored refs pending

Safety Verification of Deep Neural Networks

Marta Kwiatkowska, Min Wu, Sen Wang, Xiaowei Huang

arxiv:1610.06940 v3 · 2016-10-21 · cs.AI · cs.LG · 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{D52PXSWCBQCKMICSTTQCSWQKFK}

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

Risks from Learned Optimization in Advanced Machine Learning Systems

Receipt and verification

First computed	2026-05-18T00:45:01.459073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f74fbcac20c04a620529ce0295a0a2ab9d910d209fc21d890dcf3dc581e5348

Aliases

arxiv: 1610.06940 · arxiv_version: 1610.06940v3 · doi: 10.48550/arxiv.1610.06940 · pith_short_12: D52PXSWCBQCK · pith_short_16: D52PXSWCBQCKMICS · pith_short_8: D52PXSWC

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/D52PXSWCBQCKMICSTTQCSWQKFK \
  | 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: 1f74fbcac20c04a620529ce0295a0a2ab9d910d209fc21d890dcf3dc581e5348

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b036c87bd043f6c6179001873610574a28bfe6ba64cd495f0846ff48e8a52d",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-10-21T20:16:16Z",
    "title_canon_sha256": "4e93645946a56b080c25af73884a40e548321efd82170c56b4b63ba185c949bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.06940",
    "kind": "arxiv",
    "version": 3
  }
}