Pith. sign in
Pith Number

pith:WXSNV5VS

pith:2025:WXSNV5VSSZZK6MEED5NOHONKNF
not attested not anchored not stored refs pending

A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation

Allen Lei, Forbes Hou, Hong Liu, Jon Zhang, Wenbo Liu

arxiv:2507.21694 v1 · 2025-07-29 · cs.AR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WXSNV5VSSZZK6MEED5NOHONKNF}

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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 2026-07-05T11:45:04.661764Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b5e4daf6b29672af30841f5ae3b9aa6974dfaeb7e2ae16958057e5d66e58d6f7

Aliases

arxiv: 2507.21694 · arxiv_version: 2507.21694v1 · doi: 10.48550/arxiv.2507.21694 · pith_short_12: WXSNV5VSSZZK · pith_short_16: WXSNV5VSSZZK6MEE · pith_short_8: WXSNV5VS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WXSNV5VSSZZK6MEED5NOHONKNF \
  | 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: b5e4daf6b29672af30841f5ae3b9aa6974dfaeb7e2ae16958057e5d66e58d6f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aeb8093f379f545036cc7ea4c88ca1adad50db319c34ef7355e1ef9c53808f87",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-07-29T11:17:47Z",
    "title_canon_sha256": "e9eb9cf1740bea15b6f9d29262956dcde9edd4a87e3e444f2ac35968c4a53210"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21694",
    "kind": "arxiv",
    "version": 1
  }
}