Pith Number

pith:64P6T2ND

pith:2025:64P6T2NDIDEEA5BQR5M4NUYSLC

not attested not anchored not stored refs pending

Confidence-Modulated Speculative Decoding for Large Language Models

Hetvi Waghela, Jaydip Sen, Subhasis Dasgupta

arxiv:2508.15371 v1 · 2025-08-21 · cs.CL · cs.AI · 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{64P6T2NDIDEEA5BQR5M4NUYSLC}

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	2026-05-29T01:04:55.251152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f71fe9e9a340c84074308f59c6d31258b9f124c783da16998cdb38e327c4c294

Aliases

arxiv: 2508.15371 · arxiv_version: 2508.15371v1 · doi: 10.48550/arxiv.2508.15371 · pith_short_12: 64P6T2NDIDEE · pith_short_16: 64P6T2NDIDEEA5BQ · pith_short_8: 64P6T2ND

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/64P6T2NDIDEEA5BQR5M4NUYSLC \
  | 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: f71fe9e9a340c84074308f59c6d31258b9f124c783da16998cdb38e327c4c294

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55ef1a3eabdc48af53bbbb528013de5b9be14c5e83534c4dd3b9f9afbf254304",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-21T09:06:31Z",
    "title_canon_sha256": "2f6fb5dea5eb82ea1b3c4d8ae04bc17af7614873688736443fa4df8876702f3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15371",
    "kind": "arxiv",
    "version": 1
  }
}