Pith Number

pith:RJRSI4KM

pith:2025:RJRSI4KMZKSQLBW4CXGYYC2WG6

not attested not anchored not stored refs pending

Advancing AI-assisted Hardware Design with Hierarchical Decentralized Training and Personalized Inference-Time Optimization

Hao Mark Chen, Hongxiang Fan, Nicholas Lane, Wanru Zhao, Zehuan Zhang

arxiv:2506.00002 v1 · 2025-04-21 · cs.AR · cs.AI · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RJRSI4KMZKSQLBW4CXGYYC2WG6}

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	2026-07-05T11:12:58.293497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a6324714ccaa50586dc15cd8c0b5637ad138320f1211530b3f52725155c36ea

Aliases

arxiv: 2506.00002 · arxiv_version: 2506.00002v1 · doi: 10.48550/arxiv.2506.00002 · pith_short_12: RJRSI4KMZKSQ · pith_short_16: RJRSI4KMZKSQLBW4 · pith_short_8: RJRSI4KM

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/RJRSI4KMZKSQLBW4CXGYYC2WG6 \
  | 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: 8a6324714ccaa50586dc15cd8c0b5637ad138320f1211530b3f52725155c36ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84f9f0a34a005621e0875c2533c3e8825a1247b57c65a46825b53fe3e94bbbfa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-04-21T15:41:28Z",
    "title_canon_sha256": "e66a04da9c3c212c1f4952863d23d080d7b1de1ef7a5715f0b3576f9c43f6a30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00002",
    "kind": "arxiv",
    "version": 1
  }
}