Pith Number

pith:E2IKJYWK

pith:2025:E2IKJYWKUZ3KOBVQTDASN5BEN7

not attested not anchored not stored refs pending

Revolution or Hype? Seeking the Limits of Large Models in Hardware Design

Grace Li Zhang, Igor L. Markov, Leon Stok, Qiang Xu, Rolf Drechsler, Xi Wang

arxiv:2509.04905 v1 · 2025-09-05 · 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{E2IKJYWKUZ3KOBVQTDASN5BEN7}

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

Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development

Receipt and verification

First computed	2026-07-05T12:05:31.937611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2690a4e2caa676a706b098c126f4246feed8ce26f36b3b87837b17f3be77fd4b

Aliases

arxiv: 2509.04905 · arxiv_version: 2509.04905v1 · doi: 10.48550/arxiv.2509.04905 · pith_short_12: E2IKJYWKUZ3K · pith_short_16: E2IKJYWKUZ3KOBVQ · pith_short_8: E2IKJYWK

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/E2IKJYWKUZ3KOBVQTDASN5BEN7 \
  | 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: 2690a4e2caa676a706b098c126f4246feed8ce26f36b3b87837b17f3be77fd4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfb12789fbaac8e95c2d9e7cf368aeeec9eba26619f695455640a0b980005d07",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-05T08:23:16Z",
    "title_canon_sha256": "6b2ec0e31dd8cc3d36efd63f4a85cacf32038c7825036b433c1f6580032f975b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04905",
    "kind": "arxiv",
    "version": 1
  }
}