Pith Number

pith:QQYQSHEV

pith:2025:QQYQSHEVH6M4SE2VI6KZGIPB33

not attested not anchored not stored refs pending

ToolFuzz -- Automated Agent Tool Testing

Ivan Milev, Martin Vechev, Maximilian Baader, Mislav Balunovi\'c

arxiv:2503.04479 v3 · 2025-03-06 · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQYQSHEVH6M4SE2VI6KZGIPB33}

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

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle

AgentBound: Securing Execution Boundaries of AI Agents

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Receipt and verification

First computed	2026-07-05T10:28:38.171248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8431091c953f99c9135547959321e1dec37876253a0f4def6547296218f478fa

Aliases

arxiv: 2503.04479 · arxiv_version: 2503.04479v3 · doi: 10.48550/arxiv.2503.04479 · pith_short_12: QQYQSHEVH6M4 · pith_short_16: QQYQSHEVH6M4SE2V · pith_short_8: QQYQSHEV

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/QQYQSHEVH6M4SE2VI6KZGIPB33 \
  | 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: 8431091c953f99c9135547959321e1dec37876253a0f4def6547296218f478fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4da2414a2bc0a57112d2e5eab1fc9fa91d9f4c70a1eb29190403de34505a59d9",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-06T14:29:52Z",
    "title_canon_sha256": "0b2a6041c9853db9e4b6de412494962930e6c665f475c08e1acfeb5f939c4b46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04479",
    "kind": "arxiv",
    "version": 3
  }
}