Pith Number

pith:3WYNAFCU

pith:2024:3WYNAFCUD56HJBSOAS4HATBROC

not attested not anchored not stored refs pending

Decomposing and Editing Predictions by Modeling Model Computation

Aleksander Madry, Andrew Ilyas, Harshay Shah

arxiv:2404.11534 v1 · 2024-04-17 · 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{3WYNAFCUD56HJBSOAS4HATBROC}

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

PhiNet: Speaker Verification with Phonetic Interpretability

Receipt and verification

First computed	2026-07-05T08:09:10.158378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddb0d014541f7c74864e04b8704c31708a6c526196798a68940643a325716d9d

Aliases

arxiv: 2404.11534 · arxiv_version: 2404.11534v1 · doi: 10.48550/arxiv.2404.11534 · pith_short_12: 3WYNAFCUD56H · pith_short_16: 3WYNAFCUD56HJBSO · pith_short_8: 3WYNAFCU

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/3WYNAFCUD56HJBSOAS4HATBROC \
  | 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: ddb0d014541f7c74864e04b8704c31708a6c526196798a68940643a325716d9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1288b6fdcbda57aaa9f4567e740290f22013fb8da1a02412b0b0923a1239ffe",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-17T16:28:08Z",
    "title_canon_sha256": "0f5a1e56afc273df684887edee4922edd37cc4d3e2a6aed3ece540482016c48c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.11534",
    "kind": "arxiv",
    "version": 1
  }
}