Pith Number

pith:J3E6LGKI

pith:2022:J3E6LGKIDC4WCAETFXBKZOVY2B

not attested not anchored not stored refs pending

What is my math transformer doing? -- Three results on interpretability and generalization

Fran\c{c}ois Charton

arxiv:2211.00170 v1 · 2022-10-31 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J3E6LGKIDC4WCAETFXBKZOVY2B}

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

Learning the symmetric group: large from small

Receipt and verification

First computed	2026-07-05T05:12:19.378633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ec9e5994818b96100932dc2acbab8d07dff9987266e5001b20a4beb711a5354

Aliases

arxiv: 2211.00170 · arxiv_version: 2211.00170v1 · doi: 10.48550/arxiv.2211.00170 · pith_short_12: J3E6LGKIDC4W · pith_short_16: J3E6LGKIDC4WCAET · pith_short_8: J3E6LGKI

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/J3E6LGKIDC4WCAETFXBKZOVY2B \
  | 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: 4ec9e5994818b96100932dc2acbab8d07dff9987266e5001b20a4beb711a5354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f3c26c4e19aec8d1e98f0e223798e63f9e0f0552450e80a2b3c1d2fe207ac86",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-31T22:31:13Z",
    "title_canon_sha256": "6dfe6d71a274c7acaa215ee833a286cb503de5fa4bc1ac7a59b1667d77d59b50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00170",
    "kind": "arxiv",
    "version": 1
  }
}