Pith Number

pith:VOFTGECP

pith:2021:VOFTGECPXU7SQOPKUYOSFHK7OZ

not attested not anchored not stored refs pending

Scaling Laws for Acoustic Models

Jasha Droppo, Oguz Elibol

arxiv:2106.09488 v1 · 2021-06-11 · eess.AS · cs.CL · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOFTGECPXU7SQOPKUYOSFHK7OZ}

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

The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models

Scaling Laws and Interpretability of Learning from Repeated Data

Receipt and verification

First computed	2026-07-05T02:50:16.717969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab8b33104fbd3f2839eaa61d229d5f76750236b485d958a063d1c41d4f42cbc7

Aliases

arxiv: 2106.09488 · arxiv_version: 2106.09488v1 · doi: 10.48550/arxiv.2106.09488 · pith_short_12: VOFTGECPXU7S · pith_short_16: VOFTGECPXU7SQOPK · pith_short_8: VOFTGECP

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/VOFTGECPXU7SQOPKUYOSFHK7OZ \
  | 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: ab8b33104fbd3f2839eaa61d229d5f76750236b485d958a063d1c41d4f42cbc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50e79f867dd1919e45172d1f48b3e163e35fb04f86531197fee134613d6b1937",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-06-11T18:59:24Z",
    "title_canon_sha256": "ae6f0cf9466d719ff56e4e4490114aa96f841d8f28ad4715cf0bc3bbe6d07a16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.09488",
    "kind": "arxiv",
    "version": 1
  }
}