Pith Number

pith:2I5VTQGJ

pith:2023:2I5VTQGJ3ASBHRQDJF6GQVHTWU

not attested not anchored not stored refs pending

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

Chaojian Li, Cheng Wan, Sixu Li, Yingyan Celine Lin, Yongan Zhang, Yonggan Fu, Zhifan Ye, Zhongzhi Yu

arxiv:2309.10730 v2 · 2023-09-19 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2I5VTQGJ3ASBHRQDJF6GQVHTWU}

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

Spec2Cov: An Agentic Framework for Code Coverage Closure of Digital Hardware Designs

Understanding Inference-Time Token Allocation and Coverage Limits in Agentic Hardware Verification

Receipt and verification

First computed	2026-07-05T09:56:47.891728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d23b59c0c9d82413c603497c6854f3b538f13105cfd262aad07af51661ae89bb

Aliases

arxiv: 2309.10730 · arxiv_version: 2309.10730v2 · doi: 10.48550/arxiv.2309.10730 · pith_short_12: 2I5VTQGJ3ASB · pith_short_16: 2I5VTQGJ3ASBHRQD · pith_short_8: 2I5VTQGJ

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/2I5VTQGJ3ASBHRQDJF6GQVHTWU \
  | 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: d23b59c0c9d82413c603497c6854f3b538f13105cfd262aad07af51661ae89bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afdb4125b8daa9adb9dfd4f6a3e5071e6ba433b924c8fdcd72b660c329acfdc4",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-19T16:14:57Z",
    "title_canon_sha256": "0bdba962d1656c435a6e4efbc0fc9fef57cb8ba7e41620cdfff4b3172b54b99f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10730",
    "kind": "arxiv",
    "version": 2
  }
}