ENT-00000740 · AI Organization

MLCommons

MLCommons is a documented ai organization associated with MLCommons.

Level IV — ConnectedActiveDocumented

Human readable record

Overview

MLCommons is documented as an organization-level intelligence node. It is relevant because it is organization producing machine learning benchmarks, datasets and evaluation standards. The record connects the institution to its models, platforms, research systems, developer tools and public AI products.

Timeline

2020MLCommons public reference
MLCommons is publicly documented in relation to MLCommons.

Capabilities

AI research or product developmentModel, platform or infrastructure stewardshipEcosystem and source anchoringPublic organizational reference

Known limitations

The record documents the organization as an intelligence ecosystem node rather than a single model or assistant.Capabilities should be interpreted through the organization’s products, research outputs and public documentation.

Technical and registry detail

Technical description

Structured record for MLCommons. The technical layer identifies entity type AI Organization, organization MLCommons, source anchor https://mlcommons.org/, capability fields, limitation fields, timeline event, source records, tags (MLCommons, AI Organization, Organization) and graph relationships for machine-readable registry integration.

Controlled tags

MLCommonsAI OrganizationOrganizationAI

Relationship graph

MLCommons

No relationship record has been approved yet.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000740",
    "name": "MLCommons",
    "alternateName": [],
    "additionalType": "AI Organization",
    "description": "MLCommons is a documented ai organization associated with MLCommons.",
    "creator": "MLCommons",
    "url": "entity.php?id=ENT-00000740",
    "sameAs": "https://mlcommons.org/",
    "lxkeysWorld": {
        "classification": "AI benchmarking organization",
        "organization": "MLCommons",
        "originContext": "AI standards organization",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 66,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 3,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:02+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "AI research or product development",
            "Model, platform or infrastructure stewardship",
            "Ecosystem and source anchoring",
            "Public organizational reference"
        ],
        "limitations": [
            "The record documents the organization as an intelligence ecosystem node rather than a single model or assistant.",
            "Capabilities should be interpreted through the organization’s products, research outputs and public documentation."
        ],
        "tags": [
            "MLCommons",
            "AI Organization",
            "Organization",
            "AI"
        ],
        "timeline": [
            {
                "date": "2020",
                "title": "MLCommons public reference",
                "description": "MLCommons is publicly documented in relation to MLCommons."
            }
        ],
        "relationships": [],
        "sources": [
            {
                "label": "MLCommons official reference",
                "url": "https://mlcommons.org/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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