Pith Number

pith:CYQSKMLJ

pith:2026:CYQSKMLJ7Q44Z3VKXBMP5OAESZ

not attested not anchored not stored refs pending

Scaling LLM Inference Beyond Amdahl`s Limits via Eliminating Non-Scalable Overheads

Alan Zhao, Cyril Y. He, Wei Xu

arxiv:2606.01927 v1 · 2026-06-01 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYQSKMLJ7Q44Z3VKXBMP5OAESZ}

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	2026-06-02T02:05:00.748980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1621253169fc39cceeaab858feb804964e72530ccc0e11b6c566073906b1fa19

Aliases

arxiv: 2606.01927 · arxiv_version: 2606.01927v1 · doi: 10.48550/arxiv.2606.01927 · pith_short_12: CYQSKMLJ7Q44 · pith_short_16: CYQSKMLJ7Q44Z3VK · pith_short_8: CYQSKMLJ

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/CYQSKMLJ7Q44Z3VKXBMP5OAESZ \
  | 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: 1621253169fc39cceeaab858feb804964e72530ccc0e11b6c566073906b1fa19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d33634277a676123bf0abc09f0f5821ab1b891ea8f0bfe24d9e7fe4d255f3c5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-01T08:58:23Z",
    "title_canon_sha256": "240fb490009746a9e7f76983c8e6e9e308c6d738c8431cf64a131e846f093cfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01927",
    "kind": "arxiv",
    "version": 1
  }
}