Pith Number

pith:KGRULLYA

pith:2026:KGRULLYAMHOJIAQOMAO6YNPWSP

not attested not anchored not stored refs pending

Reduced Matrix Multiplication: Input-Adaptive Matrix-Product Reduction for LLM Inference

Jiawei Zhou, Yanhong Li, Zixuan Lan

arxiv:2608.13426 v1 · 2026-08-13 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KGRULLYAMHOJIAQOMAO6YNPWSP}

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	2026-08-14T01:04:25.108478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51a345af0061dc94020e601dec35f693cca38f03f2ea5cc670f66054d63d2e7b

Aliases

arxiv: 2608.13426 · arxiv_version: 2608.13426v1 · doi: 10.48550/arxiv.2608.13426 · pith_short_12: KGRULLYAMHOJ · pith_short_16: KGRULLYAMHOJIAQO · pith_short_8: KGRULLYA

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/KGRULLYAMHOJIAQOMAO6YNPWSP \
  | 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: 51a345af0061dc94020e601dec35f693cca38f03f2ea5cc670f66054d63d2e7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "452806c7a7d5c5fee8b972171a67656cebc3aa0eee2448a605d2da3f59d228fb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-13T16:16:04Z",
    "title_canon_sha256": "f6a92ebdf8cb3c9e2f3b0cf0a6e428f43045720116fc8a03f2f117103369a301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13426",
    "kind": "arxiv",
    "version": 1
  }
}