ENT-00001495 · Evaluation System

AILuminate

AILuminate is a ai risk and reliability benchmark associated with MLCommons.

Level IV — ConnectedActiveConnected

Human readable record

Overview

AILuminate is a ai risk and reliability benchmark associated with MLCommons. The entity is included because it provides a public reference point for AI governance, evaluation, safety, benchmarking, policy or ecosystem documentation.

Timeline

2025AILuminate public release or documentation
AILuminate appears in public documentation as a ai risk and reliability benchmark associated with MLCommons.

Capabilities

Public documentation anchorAI governance or evaluation relevanceRelationship mappingRegistry context support

Known limitations

The record documents public identity and source context rather than private internal processes.Interpretation depends on the entity category, source scope and publication context.

Technical and registry detail

Technical description

Structured record for AILuminate. The technical layer captures source, public release period, responsible organization, category, role in AI governance or evaluation and relationships to models, benchmarks, safety systems or registry interpretation.

Controlled tags

Evaluation SystemDocumented EntityBatch 03 Candidate

Relationship graph

AILuminate

Created or maintained byMLCommons

AILuminate is associated with MLCommons.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001495",
    "name": "AILuminate",
    "alternateName": [],
    "additionalType": "Evaluation System",
    "description": "AILuminate is a ai risk and reliability benchmark associated with MLCommons.",
    "creator": "MLCommons",
    "url": "entity.php?id=ENT-00001495",
    "sameAs": "https://mlcommons.org/benchmarks/ai-risk-and-reliability/",
    "lxkeysWorld": {
        "classification": "AI risk and reliability benchmark",
        "organization": "MLCommons",
        "originContext": "AI governance, evaluation and policy record",
        "firstPublicAppearance": "2025",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Public documentation anchor",
            "AI governance or evaluation relevance",
            "Relationship mapping",
            "Registry context support"
        ],
        "limitations": [
            "The record documents public identity and source context rather than private internal processes.",
            "Interpretation depends on the entity category, source scope and publication context."
        ],
        "tags": [
            "Evaluation System",
            "Documented Entity",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2025",
                "title": "AILuminate public release or documentation",
                "description": "AILuminate appears in public documentation as a ai risk and reliability benchmark associated with MLCommons."
            }
        ],
        "relationships": [
            {
                "target": "MLCommons",
                "type": "Created or maintained by",
                "description": "AILuminate is associated with MLCommons.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "AILuminate official reference",
                "url": "https://mlcommons.org/benchmarks/ai-risk-and-reliability/",
                "source_type": "Official or Primary Source",
                "verification_status": "verified"
            }
        ]
    }
}

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