Pith Number

pith:7ZY6QH5Z

pith:2025:7ZY6QH5ZPP7KAVL7XOKNK6KDHW

not attested not anchored not stored refs pending

Establishing Best Practices for Building Rigorous Agentic Benchmarks

Andy Zhang, Antony Kellermann, Cozmin Ududec, Daniel Kang, Fazl Barez, Harry Coppock, Ion Stoica, Jacob Merizian, Jacob Steinhardt, Jasjeet Sekhon, Jwala Dhamala, Kevin Meng, Mario Giulianelli, Matei Zaharia, Percy Liang, Rahul Gupta, Rebecca Weiss, Sarah Schwettmann, Sasha Cui, Sayash Kapoor, Shayne Longpre, Shu Liu, Tengjun Jin, Yada Pruksachatkun, Yuxuan Zhu

arxiv:2507.02825 v5 · 2025-07-03 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZY6QH5ZPP7KAVL7XOKNK6KDHW}

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

20 papers in Pith

AI Sandboxes: A Threat Model, Taxonomy, and Measurement Framework

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents

Anchor: Mitigating Artifact Drift in Agent Benchmark Generation

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety

Receipt and verification

First computed	2026-07-05T11:49:56.308409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe71e81fb97bfea0557fbb94d579433d90a4b04dbe556e43d557f8dbc817143b

Aliases

arxiv: 2507.02825 · arxiv_version: 2507.02825v5 · doi: 10.48550/arxiv.2507.02825 · pith_short_12: 7ZY6QH5ZPP7K · pith_short_16: 7ZY6QH5ZPP7KAVL7 · pith_short_8: 7ZY6QH5Z

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/7ZY6QH5ZPP7KAVL7XOKNK6KDHW \
  | 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: fe71e81fb97bfea0557fbb94d579433d90a4b04dbe556e43d557f8dbc817143b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de49248e866a9846d5aaded435610b6ba03831b7d62b6e0eb55a2f8fb9d882c0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-03T17:35:31Z",
    "title_canon_sha256": "c8b1a22ca24f10df9de7351a2b661a61d126e1b681e62dc12d89f3fd59590a3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02825",
    "kind": "arxiv",
    "version": 5
  }
}