Pith Number

pith:L62MDSBQ

pith:2024:L62MDSBQR3MHXO5ITUMRZZUSWC

not attested not anchored not stored refs pending

How predictable is language model benchmark performance?

David Owen

arxiv:2401.04757 v1 · 2024-01-09 · 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{L62MDSBQR3MHXO5ITUMRZZUSWC}

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

9 papers in Pith

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

Validity Threats for Foundation Model Research

SuperValid: Capability-Aligned OOD Validation for Generalizable Downstream Scaling

DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices

The Art of Scaling Reinforcement Learning Compute for LLMs

Receipt and verification

First computed	2026-07-05T07:31:57.597691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fb4c1c8308ed87bbba89d191ce692b0a8dec4c8165ad911a15eacb26d69e005

Aliases

arxiv: 2401.04757 · arxiv_version: 2401.04757v1 · doi: 10.48550/arxiv.2401.04757 · pith_short_12: L62MDSBQR3MH · pith_short_16: L62MDSBQR3MHXO5I · pith_short_8: L62MDSBQ

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/L62MDSBQR3MHXO5ITUMRZZUSWC \
  | 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: 5fb4c1c8308ed87bbba89d191ce692b0a8dec4c8165ad911a15eacb26d69e005

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9499b5df0c702a5b796550e4b93487d0dcdd24b3e93f8a415f2696c52b08b2e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-09T17:34:30Z",
    "title_canon_sha256": "1a9f49ad719c94c40359d96569f3645cd5c3db128353a33bdee53fded19819c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04757",
    "kind": "arxiv",
    "version": 1
  }
}