Pith Number

pith:2OM7YHON

pith:2023:2OM7YHONNW4MDWR6ZDTWVZYOLN

not attested not anchored not stored refs pending

Scaling Laws Do Not Scale

Fernando Diaz, Michael Madaio

arxiv:2307.03201 v2 · 2023-07-05 · cs.LG · cond-mat.dis-nn · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2OM7YHONNW4MDWR6ZDTWVZYOLN}

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

State Stream Transformer (SST) : Emergent Metacognitive Behaviours Through Latent State Persistence

Receipt and verification

First computed	2026-07-05T08:49:24.905261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d399fc1dcd6db8c1da3ec8e76ae70e5b6fad862fad07bee6c6603f002668c799

Aliases

arxiv: 2307.03201 · arxiv_version: 2307.03201v2 · doi: 10.48550/arxiv.2307.03201 · pith_short_12: 2OM7YHONNW4M · pith_short_16: 2OM7YHONNW4MDWR6 · pith_short_8: 2OM7YHON

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/2OM7YHONNW4MDWR6ZDTWVZYOLN \
  | 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: d399fc1dcd6db8c1da3ec8e76ae70e5b6fad862fad07bee6c6603f002668c799

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c15d29314e6991cb22225d4a86a49164a2f91ff1cfa54eaab92179aa81a278ee",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T15:32:21Z",
    "title_canon_sha256": "7b15af8e5b9412a4e0b338d23563189a0c2bd013dcb286adff732ff1a9814baa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03201",
    "kind": "arxiv",
    "version": 2
  }
}