Pith Number

pith:BI2WNA35

pith:2024:BI2WNA35TO4RV6DZATGAXJ5VFN

not attested not anchored not stored refs pending

Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces

Alex Aiken, Allen Nie, Anjiang Wei, Ke Wang, Rohan Yadav, Thiago S. F. X. Teixeira, Wonchan Lee

arxiv:2410.15625 v4 · 2024-10-21 · cs.LG · cs.AI · cs.CL · 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{BI2WNA35TO4RV6DZATGAXJ5VFN}

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.

Cited by

3 papers in Pith

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

SysLLMatic: Large Language Models are Software System Optimizers

Glia: A Human-Inspired AI for Automated Systems Design and Optimization

Receipt and verification

First computed	2026-07-05T11:12:21.548879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a3566837d9bb91af87904cc0ba7b52b508e57a8732f4e83b14b3c31515d82c9

Aliases

arxiv: 2410.15625 · arxiv_version: 2410.15625v4 · doi: 10.48550/arxiv.2410.15625 · pith_short_12: BI2WNA35TO4R · pith_short_16: BI2WNA35TO4RV6DZ · pith_short_8: BI2WNA35

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/BI2WNA35TO4RV6DZATGAXJ5VFN \
  | 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: 0a3566837d9bb91af87904cc0ba7b52b508e57a8732f4e83b14b3c31515d82c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "201763e64cc48d9b2311704ea393cba98e7f2dcad7e2a74806eefb047a8db2bb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T04:08:37Z",
    "title_canon_sha256": "3d0fb2310e818906814f24963d08268e3ddb2af7ec9f099679a30a00e2ab8f49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15625",
    "kind": "arxiv",
    "version": 4
  }
}