Pith Number

pith:HIECSTTR

pith:2026:HIECSTTRPXFHQ7P2A5CNOQT66B

not attested not anchored not stored refs pending

AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters

Chen Chen, Hao-Cong Wu, Jiacheng Sun, Peng Zhao, Yu-Yang Qian, Zhenhua Dong, Zhi-Hua Zhou

arxiv:2607.19223 v1 · 2026-07-21 · cs.LG · 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{HIECSTTRPXFHQ7P2A5CNOQT66B}

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	2026-07-22T01:24:15.154696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a08294e717dca787dfa0744d7427ef04615078e36c9d5cdb3e7512256a3db9d

Aliases

arxiv: 2607.19223 · arxiv_version: 2607.19223v1 · doi: 10.48550/arxiv.2607.19223 · pith_short_12: HIECSTTRPXFH · pith_short_16: HIECSTTRPXFHQ7P2 · pith_short_8: HIECSTTR

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/HIECSTTRPXFHQ7P2A5CNOQT66B \
  | 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: 3a08294e717dca787dfa0744d7427ef04615078e36c9d5cdb3e7512256a3db9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f79758743eb174874fa761bb6df01bb5707c2036174bd469d97527a4fb8f1c5b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T15:52:50Z",
    "title_canon_sha256": "beccdf2dc0b8dc98267e8160944a2868132c2a0819d77e8e78ab1110717fdd00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19223",
    "kind": "arxiv",
    "version": 1
  }
}