Pith Number

pith:YOM5ZNLW

pith:2023:YOM5ZNLWAM6OBBC5PZEXJHFDAA

not attested not anchored not stored refs pending

Pretraining on the Test Set Is All You Need

Rylan Schaeffer

arxiv:2309.08632 v1 · 2023-09-13 · 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{YOM5ZNLWAM6OBBC5PZEXJHFDAA}

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

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Receipt and verification

First computed	2026-07-05T06:51:11.073335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c399dcb576033ce0845d7e49749ca300058cace38bb4eed58ff43cbae1aa1ad4

Aliases

arxiv: 2309.08632 · arxiv_version: 2309.08632v1 · doi: 10.48550/arxiv.2309.08632 · pith_short_12: YOM5ZNLWAM6O · pith_short_16: YOM5ZNLWAM6OBBC5 · pith_short_8: YOM5ZNLW

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/YOM5ZNLWAM6OBBC5PZEXJHFDAA \
  | 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: c399dcb576033ce0845d7e49749ca300058cace38bb4eed58ff43cbae1aa1ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2fb14901e992b8b4eda218ab636cc18f7b5f3cb2bbc8eff19617951a965dfe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-13T19:47:33Z",
    "title_canon_sha256": "0b2b62909a29c37c435a5c62f4fa21c86859920143bae7e1a9085e3b3925bcf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08632",
    "kind": "arxiv",
    "version": 1
  }
}