Pith Number

pith:FQDUY6JE

pith:2026:FQDUY6JE47SWPDZMHZ5QWLW4UT

not attested not anchored not stored refs pending

EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding

Hoi-Jun Yoo, Hyunwoo Seo, Sangwoo Ha, Youngjin Moon, Yurim Jo

arxiv:2608.05303 v1 · 2026-08-05 · cs.AR · cs.CL · 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{FQDUY6JE47SWPDZMHZ5QWLW4UT}

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	2026-08-07T00:46:58.451417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c074c7924e7e5678f2c3e7b0b2edca4c9ce82eeda03dc463ef6ff1340ea3d30

Aliases

arxiv: 2608.05303 · arxiv_version: 2608.05303v1 · doi: 10.48550/arxiv.2608.05303 · pith_short_12: FQDUY6JE47SW · pith_short_16: FQDUY6JE47SWPDZM · pith_short_8: FQDUY6JE

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/FQDUY6JE47SWPDZMHZ5QWLW4UT \
  | 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: 2c074c7924e7e5678f2c3e7b0b2edca4c9ce82eeda03dc463ef6ff1340ea3d30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3165b6af5fc8b951e021a7a85291eaf79bca9155e169494f52f78b884977fc7",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2026-08-05T18:03:47Z",
    "title_canon_sha256": "2f33173199ec91b6b3eb5daebf8791df0f201a2f47c0cbd8436fcc0ee77038fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05303",
    "kind": "arxiv",
    "version": 1
  }
}