Pith Number

pith:GYUIFSXB

pith:2019:GYUIFSXB7JVC3UYDTUFJ73VY44

not attested not anchored not stored refs pending

A Research Agenda: Dynamic Models to Defend Against Correlated Attacks

Ian Goodfellow

arxiv:1903.06293 v1 · 2019-03-14 · 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{GYUIFSXB7JVC3UYDTUFJ73VY44}

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

Out of Control -- Why Alignment Needs Formal Control Theory (and an Alignment Control Stack)

Receipt and verification

First computed	2026-05-17T23:51:11.201890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

362882cae1fa6a2dd3039d0a9feeb8e70f552627654f34bfa354fb6957e876f3

Aliases

arxiv: 1903.06293 · arxiv_version: 1903.06293v1 · doi: 10.48550/arxiv.1903.06293 · pith_short_12: GYUIFSXB7JVC · pith_short_16: GYUIFSXB7JVC3UYD · pith_short_8: GYUIFSXB

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/GYUIFSXB7JVC3UYDTUFJ73VY44 \
  | 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: 362882cae1fa6a2dd3039d0a9feeb8e70f552627654f34bfa354fb6957e876f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24a2f3d432b4b261e0eb7af1d34e888548c641907e6e84ff7a5ede438ed8c06",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-14T23:07:48Z",
    "title_canon_sha256": "6cc2b8ff3db6ea7efe457cd26435f52532748c439f603f1c939453248321c955"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06293",
    "kind": "arxiv",
    "version": 1
  }
}