Pith Number

pith:RZJC3XUM

pith:2026:RZJC3XUMBPVCBTXEWPOCXJVIJF

not attested not anchored not stored refs pending

Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting

Enhong Chen, Junda Lin, Qingrong Xia, Tong Xu, Zhefeng Wang, Zhi Zheng, Zipeng Gao, Ziwei Zhao

arxiv:2607.10661 v1 · 2026-07-12 · 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{RZJC3XUMBPVCBTXEWPOCXJVIJF}

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	2026-07-14T01:21:33.209010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e522dde8c0bea20cee4b3dc2ba6a84960ddee3ab9ee9fc6353785dd7108ee0b

Aliases

arxiv: 2607.10661 · arxiv_version: 2607.10661v1 · doi: 10.48550/arxiv.2607.10661 · pith_short_12: RZJC3XUMBPVC · pith_short_16: RZJC3XUMBPVCBTXE · pith_short_8: RZJC3XUM

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/RZJC3XUMBPVCBTXEWPOCXJVIJF \
  | 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: 8e522dde8c0bea20cee4b3dc2ba6a84960ddee3ab9ee9fc6353785dd7108ee0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91d977be9553745ce51018ff565ed21a0562a769ec8c325766c9ed799329a66d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-12T09:10:34Z",
    "title_canon_sha256": "f9e2ead4bbd81bf47913c7091b7574eed4d52bee376c25656994e4ff4e797e14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10661",
    "kind": "arxiv",
    "version": 1
  }
}