Pith Number

pith:G6KX4YV6

pith:2026:G6KX4YV6HRHGUADE422XHCNCTA

not attested not anchored not stored refs pending

The Scaling Laws of Skills in LLM Agent Systems

Carl Che, Charles Chen, Dengyun Peng, Ethan Qin, Fanqing Meng, Hanjing Li, Hongyu Liu, Jiangyi Wang, Jinhao Liu, Mengkang Hu, Qiming Yu, Simin Liu, Yuhang Gu, Zheng Yan, Zhuoye Huang

arxiv:2605.16508 v1 · 2026-05-15 · cs.CL · 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{G6KX4YV6HRHGUADE422XHCNCTA}

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.

Receipt and verification

First computed	2026-05-20T00:02:26.407448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37957e62be3c4e6a0064e6b57389a29810aea7cd9d50f7636596403289ccfa6c

Aliases

arxiv: 2605.16508 · arxiv_version: 2605.16508v1 · doi: 10.48550/arxiv.2605.16508 · pith_short_12: G6KX4YV6HRHG · pith_short_16: G6KX4YV6HRHGUADE · pith_short_8: G6KX4YV6

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/G6KX4YV6HRHGUADE422XHCNCTA \
  | 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: 37957e62be3c4e6a0064e6b57389a29810aea7cd9d50f7636596403289ccfa6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73471bfc0e6ac3c089eab8a91222f554843caf3a04a68da242873c43c1f1f6ca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-15T18:05:21Z",
    "title_canon_sha256": "3ef8eda4a8427fc3418dd1f09fa9f236281886420262bd0b2e9cff515b73b83e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16508",
    "kind": "arxiv",
    "version": 1
  }
}