Pith Number

pith:PGC2VZJX

pith:2016:PGC2VZJXZIGRWP7NACELPO7QOK

not attested not anchored not stored refs pending

The Mythos of Model Interpretability

Zachary C. Lipton

arxiv:1606.03490 v3 · 2016-06-10 · cs.LG · cs.AI · cs.CV · cs.NE · 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{PGC2VZJXZIGRWP7NACELPO7QOK}

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

19 papers in Pith

Reframing AI Loss of Control: What It Is, How to Have It, How to Lose It

The Attribution Contract: Feature Attribution for Generative Language Models

Machine Learning Approaches for Improved Scalability of Metallic Magnetic Calorimeters

Unexplainability and Incomprehensibility of Artificial Intelligence

Generating Counterfactual and Contrastive Explanations using SHAP

Receipt and verification

First computed	2026-05-18T00:49:32.469839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7985aae537ca0d1b3fed0088b7bbf072a7da2587609a2fcf6c2412dbac6fd71c

Aliases

arxiv: 1606.03490 · arxiv_version: 1606.03490v3 · doi: 10.48550/arxiv.1606.03490 · pith_short_12: PGC2VZJXZIGR · pith_short_16: PGC2VZJXZIGRWP7N · pith_short_8: PGC2VZJX

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/PGC2VZJXZIGRWP7NACELPO7QOK \
  | 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: 7985aae537ca0d1b3fed0088b7bbf072a7da2587609a2fcf6c2412dbac6fd71c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cb614f24603e7bd7ae5293cc82a66d6a5c00e40a97c84f97eb60fb575359cde",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-06-10T21:28:47Z",
    "title_canon_sha256": "10e4bcd7248301d1b06d0e3c4128b4615e7aaf910a82dd4e2d45d8348d22fedb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.03490",
    "kind": "arxiv",
    "version": 3
  }
}