Pith Number

pith:Z4TTOKXA

pith:2026:Z4TTOKXAYYH5X3M4EH7FAAUFR5

not attested not anchored not stored refs pending

Singular Learning and Occam's Razor in Deep Monomial Networks

Farhan Shabir, Giovanni Luca Marchetti, Kathl\'en Kohn, Vahid Shahverdi, Weisheng Wang

arxiv:2606.28464 v1 · 2026-06-26 · 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{Z4TTOKXAYYH5X3M4EH7FAAUFR5}

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	2026-06-30T00:15:15.001440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf27372ae0c60fdbed9c21fe5002858f497fc850f675566fd8710e15b07c5ee4

Aliases

arxiv: 2606.28464 · arxiv_version: 2606.28464v1 · doi: 10.48550/arxiv.2606.28464 · pith_short_12: Z4TTOKXAYYH5 · pith_short_16: Z4TTOKXAYYH5X3M4 · pith_short_8: Z4TTOKXA

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/Z4TTOKXAYYH5X3M4EH7FAAUFR5 \
  | 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: cf27372ae0c60fdbed9c21fe5002858f497fc850f675566fd8710e15b07c5ee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b2e23f2f8c3857f8a60c7aa464911e68e36e1dc11b99ab8d953b5f508c52716",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-26T13:40:14Z",
    "title_canon_sha256": "74866001d0064be1328a630b84cae4c15c443d3a658670e5fc3b3e9c586df91a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28464",
    "kind": "arxiv",
    "version": 1
  }
}