Pith Number

pith:SWZRYEQG

pith:2026:SWZRYEQGHE7UPJXMEMJUXDS7XE

not attested not anchored not stored refs pending

A New Kind of Adversarial Example: Measuring the Human-Model Gap, and Its Relationship to OOD Detection

Ali Borji

arxiv:2607.22722 v1 · 2026-07-22 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWZRYEQGHE7UPJXMEMJUXDS7XE}

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.

Receipt and verification

First computed	2026-07-28T00:21:51.034143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95b31c1206393f47a6ec23134b8e5fb911b1284c99695eb77c138bf2f4202177

Aliases

arxiv: 2607.22722 · arxiv_version: 2607.22722v1 · doi: 10.48550/arxiv.2607.22722 · pith_short_12: SWZRYEQGHE7U · pith_short_16: SWZRYEQGHE7UPJXM · pith_short_8: SWZRYEQG

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/SWZRYEQGHE7UPJXMEMJUXDS7XE \
  | 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: 95b31c1206393f47a6ec23134b8e5fb911b1284c99695eb77c138bf2f4202177

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2df88b47490b716fc5a661219f9eeaebdaf3dd2e6264fca812055096f8e1e700",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-22T00:44:06Z",
    "title_canon_sha256": "15deb776e49e1dc76cbb866bd1745b648016f242b9dc18de0e5149f15b2cefde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22722",
    "kind": "arxiv",
    "version": 1
  }
}