Pith Number

pith:5T7MAXPY

pith:2023:5T7MAXPYSOURSD44ZZPK4WIHUE

not attested not anchored not stored refs pending

Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

Hima Lakkaraju, Sebastian Bordt, Suraj Srinivas

arxiv:2305.19101 v2 · 2023-05-30 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5T7MAXPYSOURSD44ZZPK4WIHUE}

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

Adversarial Examples Are Not Bugs, They Are Superposition

Receipt and verification

First computed	2026-07-05T07:54:30.652974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecfec05df893a9190f9cce5eae5907a112abf226ac0cd7e6d24e086e9eae7e55

Aliases

arxiv: 2305.19101 · arxiv_version: 2305.19101v2 · doi: 10.48550/arxiv.2305.19101 · pith_short_12: 5T7MAXPYSOUR · pith_short_16: 5T7MAXPYSOURSD44 · pith_short_8: 5T7MAXPY

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/5T7MAXPYSOURSD44ZZPK4WIHUE \
  | 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: ecfec05df893a9190f9cce5eae5907a112abf226ac0cd7e6d24e086e9eae7e55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90a24a2ac3fa7784af0ec40a42b6c9796fc92d727b56821d3d596b867c20e313",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T15:06:02Z",
    "title_canon_sha256": "b454fde90f143c4970a254c0bd93c4d8615fd1075d6816e386a479bf2b562e56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19101",
    "kind": "arxiv",
    "version": 2
  }
}