Pith Number

pith:JYTTSXB5

pith:2025:JYTTSXB5SVM2O5EZAR35QLLCN2

not attested not anchored not stored refs pending

How Do Large Language Monkeys Get Their Power (Laws)?

Aengus Lynch, Azalia Mirhoseini, Erik Jones, John Hughes, Jordan Juravsky, Joshua Kazdan, Robert Kirk, Rylan Schaeffer, Sanmi Koyejo, Sara Price

arxiv:2502.17578 v1 · 2025-02-24 · cs.AI · 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{JYTTSXB5SVM2O5EZAR35QLLCN2}

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

8 papers in Pith

Two AI Metrics Diverged: Will it Make All the Difference?

An Asymptotic Theory of Chain-of-Thought in In-Context Learning

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling

Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation

Don't Pass@k: A Bayesian Framework for Large Language Model Evaluation

Receipt and verification

First computed	2026-07-05T10:19:12.945034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e27395c3d9559a774990477d82d626e96865e27e416af399823cded97984e3c

Aliases

arxiv: 2502.17578 · arxiv_version: 2502.17578v1 · doi: 10.48550/arxiv.2502.17578 · pith_short_12: JYTTSXB5SVM2 · pith_short_16: JYTTSXB5SVM2O5EZ · pith_short_8: JYTTSXB5

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/JYTTSXB5SVM2O5EZAR35QLLCN2 \
  | 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: 4e27395c3d9559a774990477d82d626e96865e27e416af399823cded97984e3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95e37edd505cccc47033b3dab65e676c7b302b405637d5612d3e119c5ef5b6e4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-24T19:01:47Z",
    "title_canon_sha256": "9ad004f11a759ad60a2c2c42a1a548fea30bf1ca9a6f1154e5bc7f3075182698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17578",
    "kind": "arxiv",
    "version": 1
  }
}