Pith. sign in
Pith Number

pith:GUSABTS5

pith:2025:GUSABTS5F363ZWVN35IRM2M7AU
not attested not anchored not stored refs pending

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Chengsong Huang, Di Huang, Jiaxin Huang, Jixuan Leng, Langlin Huang

arxiv:2506.03566 v1 · 2025-06-04 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GUSABTS5F363ZWVN35IRM2M7AU}

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 2026-07-05T11:15:30.028334Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

352400ce5d2efdbcdaaddf5116699f053232880cafd76e45823260a42c1951c1

Aliases

arxiv: 2506.03566 · arxiv_version: 2506.03566v1 · doi: 10.48550/arxiv.2506.03566 · pith_short_12: GUSABTS5F363 · pith_short_16: GUSABTS5F363ZWVN · pith_short_8: GUSABTS5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GUSABTS5F363ZWVN35IRM2M7AU \
  | 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: 352400ce5d2efdbcdaaddf5116699f053232880cafd76e45823260a42c1951c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "61170e20324c7408d86a8d9b200844c6faa179009afecdbf4cc9be38799847c8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-04T04:30:30Z",
    "title_canon_sha256": "c7bed8c82ee84cfbefd1239ffe40ab81461ef4504d10c3311e2ca18a59f52d60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03566",
    "kind": "arxiv",
    "version": 1
  }
}