Pith Number

pith:52E6P2VY

pith:2025:52E6P2VYCDW5CJDMWGTPR7KHCX

not attested not anchored not stored refs pending

AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library

Ao Qu, Cathy Wu, Chonghe Jiang, Dingyi Zhuang, Hai Wang, Han Zheng, Haris Koutsopoulos, Jinhua Zhao, Junyi Li, Minwei Kong, Shenhao Wang, Wenbin Ouyang, Xiaotong Guo, Yining Ma, Yuhan Tang

arxiv:2510.18428 v4 · 2025-10-21 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52E6P2VYCDW5CJDMWGTPR7KHCX}

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

2 papers in Pith

Automated Reformulation of Robust Optimization via Memory-Augmented Large Language Models

From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling

Receipt and verification

First computed	2026-06-09T01:05:10.077840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee89e7eab810edd1246cb1a6f8fd4715fab472e4396b0e278a9f524dcb04cc73

Aliases

arxiv: 2510.18428 · arxiv_version: 2510.18428v4 · doi: 10.48550/arxiv.2510.18428 · pith_short_12: 52E6P2VYCDW5 · pith_short_16: 52E6P2VYCDW5CJDM · pith_short_8: 52E6P2VY

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/52E6P2VYCDW5CJDMWGTPR7KHCX \
  | 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: ee89e7eab810edd1246cb1a6f8fd4715fab472e4396b0e278a9f524dcb04cc73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63d0bfd6a2f30cb957f4688f43c85dce961fc49d267b6aaebdb8635826d07337",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-21T09:03:26Z",
    "title_canon_sha256": "5b8e2f3917aeedd0d8c068889cc4b762627c2feda23d2fd5711d7383d092084e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.18428",
    "kind": "arxiv",
    "version": 4
  }
}