Pith Number

pith:VBKJNNPN

pith:2024:VBKJNNPNDAKROCX2JYGIJRICHH

not attested not anchored not stored refs pending

HADES: Hardware Accelerated Decoding for Efficient Speculation in Large Language Models

Xinhe Xu, Yihong Jin, Ze Yang

arxiv:2412.19925 v2 · 2024-12-27 · cs.CL · cs.AI · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBKJNNPNDAKROCX2JYGIJRICHH}

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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

Safe and Adaptive Cloud Healing: Verifying LLM-Generated Recovery Plans with a Neural-Symbolic World Model

Receipt and verification

First computed	2026-07-05T09:59:57.992791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a85496b5ed1815170afa4e0c84c50239d9f9c1c57d57980724dcf9ce61cea7f8

Aliases

arxiv: 2412.19925 · arxiv_version: 2412.19925v2 · doi: 10.48550/arxiv.2412.19925 · pith_short_12: VBKJNNPNDAKR · pith_short_16: VBKJNNPNDAKROCX2 · pith_short_8: VBKJNNPN

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/VBKJNNPNDAKROCX2JYGIJRICHH \
  | 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: a85496b5ed1815170afa4e0c84c50239d9f9c1c57d57980724dcf9ce61cea7f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3cc2172cb80b2c2a656a9c3dc2792b243ec207c59504c3da3055f6738358f20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-27T21:19:01Z",
    "title_canon_sha256": "15d5c3f393db2c52c686aa04130a477405d51862afa741272941a31a877d99f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19925",
    "kind": "arxiv",
    "version": 2
  }
}