Pith Number

pith:WKOWY7IL

pith:2025:WKOWY7ILQ3EHFH3KYXVCZPQ4MB

not attested not anchored not stored refs pending

Accelerated Test-Time Scaling with Model-Free Speculative Sampling

Aram Galstyan, Bhavana Ganesh, Jinwoo Shin, Sai Muralidhar Jayanthi, Saket Dingliwal, Sravan Babu Bodapati, Woomin Song

arxiv:2506.04708 v3 · 2025-06-05 · 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{WKOWY7ILQ3EHFH3KYXVCZPQ4MB}

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

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost

Receipt and verification

First computed	2026-05-22T01:03:43.434646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b29d6c7d0b86c8729f6ac5ea2cbe1c60792fc8098a2181e76ceba8885367e1e6

Aliases

arxiv: 2506.04708 · arxiv_version: 2506.04708v3 · doi: 10.48550/arxiv.2506.04708 · pith_short_12: WKOWY7ILQ3EH · pith_short_16: WKOWY7ILQ3EHFH3K · pith_short_8: WKOWY7IL

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/WKOWY7ILQ3EHFH3KYXVCZPQ4MB \
  | 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: b29d6c7d0b86c8729f6ac5ea2cbe1c60792fc8098a2181e76ceba8885367e1e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f960c1e8104a74e50afe09aede4c244d80c5da398a797bc32643d4d48d9efaa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T07:31:18Z",
    "title_canon_sha256": "99e136240352e87a1aa0421ab25f434611604e5836fbe9e882dd308e2a69d62c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04708",
    "kind": "arxiv",
    "version": 3
  }
}