Pith Number

pith:U2ICW3AD

pith:2026:U2ICW3ADCJGSZAXFHAKQO3VWUN

not attested not anchored not stored refs pending

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding

Chi-Chih Chang, Chun-Che Yang, Grace Li Zhang, Jian-Jia Chen, Kai-Chiang Wu, Ning-Chi Huang, Pei-Shuo Wang, WenHung Lee, Xiaolin Lin

arxiv:2606.24957 v1 · 2026-06-23 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U2ICW3ADCJGSZAXFHAKQO3VWUN}

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	2026-06-25T00:17:46.879575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6902b6c03124d2c82e53815076eb6a3602c4a84d4537c408cfb20f182e66c9d

Aliases

arxiv: 2606.24957 · arxiv_version: 2606.24957v1 · doi: 10.48550/arxiv.2606.24957 · pith_short_12: U2ICW3ADCJGS · pith_short_16: U2ICW3ADCJGSZAXF · pith_short_8: U2ICW3AD

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/U2ICW3ADCJGSZAXFHAKQO3VWUN \
  | 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: a6902b6c03124d2c82e53815076eb6a3602c4a84d4537c408cfb20f182e66c9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac0f6f17fcb7e4a1eec27789304bae9542ddff0a4bdb6a3523a3c5b5d1a18094",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-23T08:51:20Z",
    "title_canon_sha256": "eca8282aa7557e2d9f9a9faf428ba4d4df961beef9be71b2bf87ac3be9441443"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24957",
    "kind": "arxiv",
    "version": 1
  }
}