Pith Number

pith:JK5WJZLW

pith:2017:JK5WJZLWAOZ7ZEFGQCMF3SCG56

not attested not anchored not stored refs pending

On the Relationship Between the OpenAI Evolution Strategy and Stochastic Gradient Descent

Jeff Clune, Kenneth O. Stanley, Xingwen Zhang

arxiv:1712.06564 v1 · 2017-12-18 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JK5WJZLWAOZ7ZEFGQCMF3SCG56}

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

Evolution Attack On Neural Networks

Receipt and verification

First computed	2026-05-18T00:27:47.588367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4abb64e57603b3fc90a680985dc846ef813e266dae32fba038624b5b01a4f63c

Aliases

arxiv: 1712.06564 · arxiv_version: 1712.06564v1 · doi: 10.48550/arxiv.1712.06564 · pith_short_12: JK5WJZLWAOZ7 · pith_short_16: JK5WJZLWAOZ7ZEFG · pith_short_8: JK5WJZLW

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/JK5WJZLWAOZ7ZEFGQCMF3SCG56 \
  | 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: 4abb64e57603b3fc90a680985dc846ef813e266dae32fba038624b5b01a4f63c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3889d7bed409eed915f902147e1dda33766a97d670aaade0336747ebaf98f610",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2017-12-18T18:17:21Z",
    "title_canon_sha256": "625ee44e0936943f3a8d26fc83bc9e1358681defa725f46ea1c505f88e5fbe02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.06564",
    "kind": "arxiv",
    "version": 1
  }
}