ENT-00000740 · AI Organization

MLCommons

MLCommons is a AI organization associated with MLCommons, classified in LXKeys.world as AI Organization.

Level IV ConnectedActiveDocumented

Human 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

2020Organization established or entered public record
MLCommons entered the documented public record in 2020. This event is retained at the precision supported by the Entry’s reviewed source history.

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 structured detail

Technical description

Structured LXKeys.world registry record for MLCommons. Entity type: AI Organization; classification: AI Organization; creator/organization context: MLCommons. Canonical source anchor: https://mlcommons.org/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

MLCommonsAI OrganizationOrganizationAI

Relationship graph

MLCommons

Open in full graph

MLCommons

Created or maintained byIncoming

MLPerf Training

MLPerf Training is associated with MLCommons.

Created or maintained byIncoming

MLPerf Inference

MLPerf Inference is associated with MLCommons.

Created or maintained byIncoming

AILuminate

AILuminate is associated with MLCommons.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

JSON API Graph JSON

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000740",
    "name": "MLCommons",
    "alternateName": [],
    "additionalType": {
        "category": "Organizations",
        "type": "AI Organization",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "MLCommons is a AI organization associated with MLCommons, classified in LXKeys.world as AI Organization.",
    "creator": "MLCommons",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000740&lang=en",
    "sameAs": "https://mlcommons.org/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00000740",
        "kind": "Organizations",
        "type": "AI Organization",
        "subtype": "",
        "classification": "AI Organization",
        "organization": "MLCommons",
        "originContext": "AI standards organization",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "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"
        },
        "facts": [],
        "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": "Organization established or entered public record",
                "description": "MLCommons entered the documented public record in 2020. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://mlcommons.org/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [],
        "sources": [
            {
                "label": "MLCommons official reference",
                "url": "https://mlcommons.org/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}

MLCommons

Overview

Timeline

Capabilities

Known limitations

Technical description

Controlled tags

MLCommons

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