Pith Number

pith:NF43OYFA

pith:2026:NF43OYFAV246THN75Z3BB4PVPB

not attested not anchored not stored refs pending

Approximate Speculative Decoding

Wang Kang, Wenshuai Yao, Wenyong Zhou, Yizhe Chen, Yuannuo Feng, Yubing Ye, Yuxin Xie, Zegang Peng

arxiv:2608.03447 v1 · 2026-08-04 · 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{NF43OYFAV246THN75Z3BB4PVPB}

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.

Receipt and verification

First computed	2026-08-05T01:35:52.060305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6979b760a0aeb9e99dbfee7610f1f57851faa60335f1661f126e3ad47fed0742

Aliases

arxiv: 2608.03447 · arxiv_version: 2608.03447v1 · doi: 10.48550/arxiv.2608.03447 · pith_short_12: NF43OYFAV246 · pith_short_16: NF43OYFAV246THN7 · pith_short_8: NF43OYFA

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/NF43OYFAV246THN75Z3BB4PVPB \
  | 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: 6979b760a0aeb9e99dbfee7610f1f57851faa60335f1661f126e3ad47fed0742

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62f55a5b0e7ee40335fb7b5bae587f8314826c25bf5a798137eea8b5a08bf967",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-04T10:45:24Z",
    "title_canon_sha256": "b6139c47d1d152f930d17f5fc97eb0c31e5633c8fe8a437682d82ed8d506c4f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03447",
    "kind": "arxiv",
    "version": 1
  }
}