Pith Number

pith:YNTI4OQF

pith:2024:YNTI4OQFHYFKPXVFI5WDCRCZSL

not attested not anchored not stored refs pending

CoopetitiveV: Leveraging LLM-powered Coopetitive Multi-Agent Prompting for High-quality Verilog Generation

Haowen Zhong, Ken Kutzer, Renming Zheng, Sayan Moitra, Seth Kneeland, Yue Sun, Zhaozhuo Xu Shaoyi Huang, Zhendong Mi

arxiv:2412.11014 v2 · 2024-12-15 · cs.LG · cs.AI · cs.AR · cs.PL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YNTI4OQFHYFKPXVFI5WDCRCZSL}

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

1 paper in Pith

VeriPilot: An LLM-Powered Verilog Debugging Framework

Receipt and verification

First computed	2026-07-05T11:16:53.172426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3668e3a053e0aa7dea5476c31445992f9fa7973640d5bf9efb4688e5024cd8e

Aliases

arxiv: 2412.11014 · arxiv_version: 2412.11014v2 · doi: 10.48550/arxiv.2412.11014 · pith_short_12: YNTI4OQFHYFK · pith_short_16: YNTI4OQFHYFKPXVF · pith_short_8: YNTI4OQF

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/YNTI4OQFHYFKPXVFI5WDCRCZSL \
  | 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: c3668e3a053e0aa7dea5476c31445992f9fa7973640d5bf9efb4688e5024cd8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8a161ac5cdab7b7bf7aad4b0ffa35c5b08785583b12fdd4db490d19e4b6db20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-15T01:58:10Z",
    "title_canon_sha256": "87ab735169705ce26fbd20aa3a0d5e29aafb093f2ec4982d43a5388c73f69f3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11014",
    "kind": "arxiv",
    "version": 2
  }
}