Pith Number

pith:TAYLZTS2

pith:2025:TAYLZTS2HDEA5WUPNPQMUGXW2G

not attested not anchored not stored refs pending

PentestJudge: Judging Agent Behavior Against Operational Requirements

Max Harley, Michael Kouremetis, Shane Caldwell, Vincent Abruzzo, Will Pearce

arxiv:2508.02921 v1 · 2025-08-04 · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAYLZTS2HDEA5WUPNPQMUGXW2G}

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

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours

Receipt and verification

First computed	2026-07-05T11:48:32.914291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9830bcce5a38c80eda8f6be0ca1af6d18b73d60240e40eca263b78ba685be7c9

Aliases

arxiv: 2508.02921 · arxiv_version: 2508.02921v1 · doi: 10.48550/arxiv.2508.02921 · pith_short_12: TAYLZTS2HDEA · pith_short_16: TAYLZTS2HDEA5WUP · pith_short_8: TAYLZTS2

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/TAYLZTS2HDEA5WUPNPQMUGXW2G \
  | 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: 9830bcce5a38c80eda8f6be0ca1af6d18b73d60240e40eca263b78ba685be7c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4329a531136a528ef8765f52d5a770cd48e433dcd9c183eecffc9b9ce305c4e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-04T21:52:50Z",
    "title_canon_sha256": "e778842235cd32302f9df1858363a8af171ea86105ef0e83b4c072d0c2b9a9b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02921",
    "kind": "arxiv",
    "version": 1
  }
}