Pith Number

pith:OBR2JOXC

pith:2025:OBR2JOXCN7VKB5VBDVH6BQ2WKE

not attested not anchored not stored refs pending

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Aditi Raghunathan, Charles Ding, Chen Henry Wu, Vaishnavh Nagarajan

arxiv:2504.15266 v4 · 2025-04-21 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OBR2JOXCN7VKB5VBDVH6BQ2WKE}

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

BlockGen: Flexible Blockwise Sequence Modeling with Hybrid Samplers

Language Modeling with Hyperspherical Flows

Next-Latent Prediction Transformers Learn Compact World Models

Language Modeling with Hyperspherical Flows

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility

Receipt and verification

First computed	2026-07-05T12:01:22.172681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7063a4bae26feaa0f6a11d4fe0c356510d809e7f584e4d75cf3de32d1a31f5cd

Aliases

arxiv: 2504.15266 · arxiv_version: 2504.15266v4 · doi: 10.48550/arxiv.2504.15266 · pith_short_12: OBR2JOXCN7VK · pith_short_16: OBR2JOXCN7VKB5VB · pith_short_8: OBR2JOXC

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/OBR2JOXCN7VKB5VBDVH6BQ2WKE \
  | 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: 7063a4bae26feaa0f6a11d4fe0c356510d809e7f584e4d75cf3de32d1a31f5cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "662ff6b5ad7a7fe3fd5c502b9a85aa3404a2e4299698d1fef038555a2418ae6f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-21T17:47:46Z",
    "title_canon_sha256": "d04232ef730956e2c7938b590174af249b7fab16b2ee55ff5adf9082c99fd3f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15266",
    "kind": "arxiv",
    "version": 4
  }
}