Pith Number

pith:75LO6D7O

pith:2026:75LO6D7OXHPGV4O3KZSXXRHLYE

not attested not anchored not stored refs pending

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

Han Zheng, Haoran Ma, Himabindu Lakkaraju, Ju Li, Lawrence Liao, Tianyu Wu, Yilun Du, Yu Yao, Zhenting Qi, Zhuohan Wang

arxiv:2605.18810 v1 · 2026-05-12 · 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{75LO6D7OXHPGV4O3KZSXXRHLYE}

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	2026-05-20T00:06:23.654892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff56ef0feeb9de6af1db56657bc4ebc102b6bfa9f4320816d47fe68846f2b657

Aliases

arxiv: 2605.18810 · arxiv_version: 2605.18810v1 · doi: 10.48550/arxiv.2605.18810 · pith_short_12: 75LO6D7OXHPG · pith_short_16: 75LO6D7OXHPGV4O3 · pith_short_8: 75LO6D7O

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/75LO6D7OXHPGV4O3KZSXXRHLYE \
  | 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: ff56ef0feeb9de6af1db56657bc4ebc102b6bfa9f4320816d47fe68846f2b657

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37be712608385e8de3e96537f7b54e9ca413409d4ee17f9e8141087c241f07c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-12T06:27:57Z",
    "title_canon_sha256": "7bf1ae2bf631e49945c0071521313e26204524f675eeb21857ec3737ac274a1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18810",
    "kind": "arxiv",
    "version": 1
  }
}