Pith Number

pith:VG64D74Z

pith:2026:VG64D74Z6X5LMBG32BH4MC4VUI

not attested not anchored not stored refs pending

When Drafts Evolve: Speculative Decoding Meets Online Learning

Hao-Cong Wu, Hao Zhang, Peng Zhao, Yichao Fu, Yu-Yang Qian

arxiv:2603.12617 v2 · 2026-03-13 · 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{VG64D74Z6X5LMBG32BH4MC4VUI}

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

1 paper in Pith

SpecRoll: Fast-Slow Verifier-Feedback Adaptation for Speculative Reinforcement Learning Rollouts

Receipt and verification

First computed	2026-08-07T01:36:17.358509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9bdc1ff99f5fab604dbd04fc60b95a20f522d434b6b95577cee2aeeef379795

Aliases

arxiv: 2603.12617 · arxiv_version: 2603.12617v2 · doi: 10.48550/arxiv.2603.12617 · pith_short_12: VG64D74Z6X5L · pith_short_16: VG64D74Z6X5LMBG3 · pith_short_8: VG64D74Z

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/VG64D74Z6X5LMBG32BH4MC4VUI \
  | 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: a9bdc1ff99f5fab604dbd04fc60b95a20f522d434b6b95577cee2aeeef379795

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "188e285d71dce5f619f20ebfeae6259ffe61e09fa870e4c54d14fbebb8e07331",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-13T03:44:27Z",
    "title_canon_sha256": "d148c7d8bd426af4129ad8269d9a2f9957d73d8e65f7c2ec5ed23bc02c47a453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.12617",
    "kind": "arxiv",
    "version": 2
  }
}