Pith Number

pith:7CIHPVCO

pith:2022:7CIHPVCOXKNFSVWF4OJN2LA32M

not attested not anchored not stored refs pending

AI Model Utilization Measurements For Finding Class Encoding Patterns

Antonio Cardone, Chenyi Ling, Derek Juba, Michael Majurski, Peter Bajcsy, Philippe Dessauw, Tim Blattner, Walid Keyrouz

arxiv:2212.06576 v1 · 2022-12-12 · cs.LG · cs.AI · cs.CR · 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{7CIHPVCOXKNFSVWF4OJN2LA32M}

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	2026-07-05T05:24:52.297340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f89077d44eba9a5956c5e392dd2c1bd329dbff6b18b306607933646ea13bf632

Aliases

arxiv: 2212.06576 · arxiv_version: 2212.06576v1 · doi: 10.48550/arxiv.2212.06576 · pith_short_12: 7CIHPVCOXKNF · pith_short_16: 7CIHPVCOXKNFSVWF · pith_short_8: 7CIHPVCO

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/7CIHPVCOXKNFSVWF4OJN2LA32M \
  | 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: f89077d44eba9a5956c5e392dd2c1bd329dbff6b18b306607933646ea13bf632

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6af1c948dfac3a50350eebd86ecdf3c4ad04ae534c7c1b4f2be2071788f9d4a0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-12T02:18:10Z",
    "title_canon_sha256": "105fa2fe806865e48ed07605db7a911041893de99dfbf2ce5f403d05bef71229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06576",
    "kind": "arxiv",
    "version": 1
  }
}