AC
ENT-00002102 · AI System

AlphaZero Chess

AlphaZero Chess is a historical / research ai system associated with DeepMind.

Level V — PersistentActiveDocumented
Human readable record

Overview

AlphaZero Chess is an AI model or research system associated with DeepMind. It is documented as AlphaZero applied to chess.

Timeline

  1. 2017Public release or publication

    AlphaZero Chess appears in public documentation or research records associated with DeepMind.

Capabilities

AI model or research system documentationPublic source anchoringMachine-learning capability referenceRelationship graph compatibilityMachine-readable metadata

Known limitations

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Technical and registry detail

Technical description

Structured AI model record for AlphaZero Chess. The technical layer identifies the model family or research role, creator, organization, public source, timeline, capabilities, limitations and relationship targets.

Controlled tags

AI HistoryResearch SystemMachine LearningHistorical
Relationship graph
AlphaZero Chess
Associated organizationDeepMind

DeepMind is the organization or institutional context associated with AlphaZero Chess.

ClassificationHistorical / Research AI System

AlphaZero Chess is classified as Historical / Research AI System.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002102",
    "name": "AlphaZero Chess",
    "alternateName": [],
    "additionalType": "AI System",
    "description": "AlphaZero Chess is a historical / research ai system associated with DeepMind.",
    "creator": "DeepMind",
    "url": "entity.php?id=ENT-00002102",
    "sameAs": "https://www.deepmind.com/blog/alphazero-shedding-new-light-on-chess-shogi-and-go",
    "lxkeysWorld": {
        "classification": "Historical / Research AI System",
        "organization": "DeepMind",
        "originContext": "AI history and research",
        "firstPublicAppearance": "2017",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI model or research system documentation",
            "Public source anchoring",
            "Machine-learning capability reference",
            "Relationship graph compatibility",
            "Machine-readable metadata"
        ],
        "limitations": [
            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
        ],
        "tags": [
            "AI History",
            "Research System",
            "Machine Learning",
            "Historical"
        ],
        "timeline": [
            {
                "date": "2017",
                "title": "Public release or publication",
                "description": "AlphaZero Chess appears in public documentation or research records associated with DeepMind."
            }
        ],
        "relationships": [
            {
                "target": "DeepMind",
                "type": "Associated organization",
                "description": "DeepMind is the organization or institutional context associated with AlphaZero Chess.",
                "evidence_level": "documentary"
            },
            {
                "target": "Historical / Research AI System",
                "type": "Classification",
                "description": "AlphaZero Chess is classified as Historical / Research AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://www.deepmind.com/blog/alphazero-shedding-new-light-on-chess-shogi-and-go",
                "source_type": "Research / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}
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