Pith Number

pith:YEM6NZCP

pith:2025:YEM6NZCP54YQZU4LQRGVX4JVHA

not attested not anchored not stored refs pending

Predictable Scale: Part II, Farseer: A Refined Scaling Law in Large Language Models

Daxin Jiang, Haoying Wang, Houyi Li, Ning Ding, Qiufeng Wang, Shijie Xuyang, Shuigeng Zhou, Wenzhen Zheng, Xiangyu Zhang, Zhenyu Ding, Zili Wang

arxiv:2506.10972 v3 · 2025-06-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YEM6NZCP54YQZU4LQRGVX4JVHA}

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

Neural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficients

Scaling Laws for Neural-Network Quantum States

Receipt and verification

First computed	2026-07-05T11:38:07.642824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c119e6e44fef310cd38b844d5bf135382d0906d42163226ee5e33b26289f7cc8

Aliases

arxiv: 2506.10972 · arxiv_version: 2506.10972v3 · doi: 10.48550/arxiv.2506.10972 · pith_short_12: YEM6NZCP54YQ · pith_short_16: YEM6NZCP54YQZU4L · pith_short_8: YEM6NZCP

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/YEM6NZCP54YQZU4LQRGVX4JVHA \
  | 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: c119e6e44fef310cd38b844d5bf135382d0906d42163226ee5e33b26289f7cc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7b16602b5c0a017972db8d9c129b912bad5a6f2322f0e0921855dfa4275285d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-12T17:59:23Z",
    "title_canon_sha256": "fe1cab30521e7350998cd66760423e2c04bff6399e1544726f24cb46a7111872"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10972",
    "kind": "arxiv",
    "version": 3
  }
}