Pith Number

pith:2S3LIS6J

pith:2025:2S3LIS6JGIDUWBETSGEXXX4JFW

not attested not anchored not stored refs pending

Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence

Andr\'as Gy\"orgy, Csaba Szepesv\'ari, Nevena Lazi\'c, Tor Lattimore

arxiv:2506.23908 v1 · 2025-06-30 · 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{2S3LIS6JGIDUWBETSGEXXX4JFW}

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

2 papers in Pith

ToxiREX: A Dataset on Toxic REasoning in ConteXt

Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization

Receipt and verification

First computed	2026-07-05T11:29:29.816944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4b6b44bc932074b049391897bdf892daa1cac92fcb052a4c8150a0f25ea071a

Aliases

arxiv: 2506.23908 · arxiv_version: 2506.23908v1 · doi: 10.48550/arxiv.2506.23908 · pith_short_12: 2S3LIS6JGIDU · pith_short_16: 2S3LIS6JGIDUWBET · pith_short_8: 2S3LIS6J

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/2S3LIS6JGIDUWBETSGEXXX4JFW \
  | 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: d4b6b44bc932074b049391897bdf892daa1cac92fcb052a4c8150a0f25ea071a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75bbf5b867b3da0aaff95937b204d60d875534335df10be7e20dece9fb5a03a0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-30T14:37:50Z",
    "title_canon_sha256": "87bc17b427e9cefa61f4ef523d8a2041d1bfc8dcc8c1b82044a84acc51473516"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23908",
    "kind": "arxiv",
    "version": 1
  }
}