Pith Number

pith:OOWOVAOJ

pith:2024:OOWOVAOJWULVAHDCY3NUMDVWRC

not attested not anchored not stored refs pending

An Empirical Study of Scaling Laws for Transfer

Matthew Barnett

arxiv:2408.16947 v1 · 2024-08-30 · 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{OOWOVAOJWULVAHDCY3NUMDVWRC}

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

Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning

Receipt and verification

First computed	2026-07-05T09:01:08.662538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73acea81c9b517501c62c6db460eb68890f2d7c0fb81294009e1de97ea9b810c

Aliases

arxiv: 2408.16947 · arxiv_version: 2408.16947v1 · doi: 10.48550/arxiv.2408.16947 · pith_short_12: OOWOVAOJWULV · pith_short_16: OOWOVAOJWULVAHDC · pith_short_8: OOWOVAOJ

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/OOWOVAOJWULVAHDCY3NUMDVWRC \
  | 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: 73acea81c9b517501c62c6db460eb68890f2d7c0fb81294009e1de97ea9b810c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dd4336774ae08d7c1a24ba4d7226099b34eba2f582f8974951c44fbee28299f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-30T00:06:29Z",
    "title_canon_sha256": "1fb1e87a64f6c9c5123a5a8d1fa60cc2d8aa5382e5a53441b450354653cc5a2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16947",
    "kind": "arxiv",
    "version": 1
  }
}