Pith Number

pith:CW2YDRVT

pith:2025:CW2YDRVT6XF6AY3LM2FDF2ISOA

not attested not anchored not stored refs pending

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Aakash Gupta, Abhinav Singh, Abolfazl Shahbazi, Adina Williams, Agasthya Gangavarapu, Ahmed Ahmed, Alicia Parrish, Amy Russ, Ananya Gangavarapu, Ben Huang, Benjamin Rukundo, Bertie Vidgen, Bhaktipriya Radharapu, Canyu Chen, Carlos Mougn, Chenhe Gu, Chris Knotz, Cigdem Patlak, Claire V. Hardgrove, Cody Coleman, Debojyoti Dutta, Declan Grabb, Eileen Long, Eleonora Presani, Elie Alhajjar, Emil Joswin, Fazl Barez, Fedor Zhdanov, Felix Friedrich, Foutse Khomh, Heather Frase, Hussain Chinoy, James Ezick, James Gealy, James Goel, Jibin Rajan Varghese, Joachim Baumann, Joaquin Vanschoren, Jonathan Bennion, Joseph Marvin Imperial, Julien Delaunay, Kashyap Ramanandula Manjusha, Kelvin N. Manyeki, Kenneth Fricklas, Kevin Lu, Kongtao Chen, Kurt Bollacker, Luis Oala, Mala Kumar, Malek Ben Salem, Manil Maskey, Marisa Ferrara Boston, Matt Lavrisa, Max Bartolo, Mike Kuniavsky, Mubashara Akhtar, Murali Emani, Natan Vidra, Nicolas Miailhe, Nina Vasan, Patrick Schramowski, Paul R\"ottger, Percy Liang, Peter Mattson, Pierre Peign\'e, Priyanka Mary Mammen, Quentin Feuillade--Montixi, Rafael Gold, Rajat Ghosh, Rajat Sahay, Rajat Shinde, Rebecca Weiss, Robert Sullivan, Roman Eng, Ryan Tsang, Sandeep Madireddy, Sarah Luger, Sasidhar Kunapuli, Satyapriya Krishna, Saurav Sahay, Sean McGregor, Seshakrishna Jitendar, Shachi H Kumar, Shaona Ghosh, Sree Bhargavi Balija, Stephen Singam, Sujata Goswami, Supheakmungkol Sarin, Tarunima Prabhakar, Tianhao Li, Tom David, Tuesday, Usman Gohar, Vassil Tashev, Venelin Kovatchev, Vincent Alessi, Virendra Mehta, Vithursan Thangarasa, Wiebke Hutiri, Xianjun Yang, Xudong Han, Yifan Mai

arxiv:2503.05731 v2 · 2025-02-19 · cs.CY · 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{CW2YDRVT6XF6AY3LM2FDF2ISOA}

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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.

Cited by

18 papers in Pith

FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

LLM Judges Inconsistently Disagree Across Safety Criteria and Harm Categories

SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing

No Safe Dose: How Training Data Drives Unsafe Image Generation

Receipt and verification

First computed	2026-07-05T10:51:05.873556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15b581c6b3f5cbe0636b668a32e912703972121462d54dfcbe31eb21f0a53f60

Aliases

arxiv: 2503.05731 · arxiv_version: 2503.05731v2 · doi: 10.48550/arxiv.2503.05731 · pith_short_12: CW2YDRVT6XF6 · pith_short_16: CW2YDRVT6XF6AY3L · pith_short_8: CW2YDRVT

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/CW2YDRVT6XF6AY3LM2FDF2ISOA \
  | 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: 15b581c6b3f5cbe0636b668a32e912703972121462d54dfcbe31eb21f0a53f60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0010f36625a9bb5c13d3628d695616438e5564af9c35b55ce5595eae34b2ea58",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-02-19T05:58:52Z",
    "title_canon_sha256": "cc16ce2ba0bbfed632a234dd1b35b8965fcd62e13a2d99db8988666c678ef356"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05731",
    "kind": "arxiv",
    "version": 2
  }
}