LC
ENT-00000685 · Research System

Leela Chess Zero

Leela Chess Zero is a research system associated with Leela Chess Zero, classified in LXKeys.world as AI Research / Specialized System.

Level V PersistentActiveDocumented
Human record

Overview

Leela Chess Zero is documented as a research system, benchmark, dataset or scientific AI record associated with Leela Chess Zero. It is relevant for open-source neural network chess engine inspired by AlphaZero methods. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2018Initial research publication or demonstration

    Leela Chess Zero entered the documented public record in 2018. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Research prototype documentationExperimental AI capabilityMethod evaluationResearch lineage

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.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 structured detail

Technical description

Structured LXKeys.world registry record for Leela Chess Zero. Entity type: Research System; classification: AI Research / Specialized System; creator/organization context: Leela Chess Zero Project. Canonical source anchor: https://lczero.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

Leela Chess ZeroResearch SystemResearchneuralAI HistoryMachine LearningHistorical
Relationship graph

Leela Chess Zero

Open in full graph
Leela Chess Zero
Creator or DeveloperOutgoing
Leela Chess Zero Project

Leela Chess Zero Project is identified as a creator, developer or originating actor for Leela Chess Zero.

CreatorOutgoing
Leela Chess Zero Project

Leela Chess Zero Project is documented as creator, contributor or originating team for LCZero.

ClassificationOutgoing
Historical / Research AI System

LCZero is classified as Historical / Research AI System.

Machine readable layer

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

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000685",
    "name": "Leela Chess Zero",
    "alternateName": [
        "LCZero",
        "Lc0"
    ],
    "additionalType": {
        "category": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Leela Chess Zero is a research system associated with Leela Chess Zero, classified in LXKeys.world as AI Research / Specialized System.",
    "creator": "Leela Chess Zero Project",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000685&lang=en",
    "sameAs": "https://lczero.org/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00000685",
        "kind": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "classification": "AI Research / Specialized System",
        "organization": "Leela Chess Zero",
        "originContext": "Game AI system",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V Persistent"
        },
        "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": [
            "Research prototype documentation",
            "Experimental AI capability",
            "Method evaluation",
            "Research lineage"
        ],
        "limitations": [
            "Capabilities vary by release, deployment setting and evaluation method.",
            "Operational details may differ across hosted APIs, open releases or downstream integrations.",
            "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": [
            "Leela Chess Zero",
            "Research System",
            "Research",
            "neural",
            "AI History",
            "Machine Learning",
            "Historical"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "Initial research publication or demonstration",
                "description": "Leela Chess Zero entered the documented public record in 2018. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://lczero.org/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "Leela Chess Zero Project",
                "type": "Creator or Developer",
                "description": "Leela Chess Zero Project is identified as a creator, developer or originating actor for Leela Chess Zero.",
                "evidence_level": "documentary"
            },
            {
                "target": "Leela Chess Zero Project",
                "type": "Creator",
                "description": "Leela Chess Zero Project is documented as creator, contributor or originating team for LCZero.",
                "evidence_level": "documentary"
            },
            {
                "target": "LCZero",
                "type": "Associated organization",
                "description": "LCZero is the organization or institutional context associated with LCZero.",
                "evidence_level": "documentary"
            },
            {
                "target": "Historical / Research AI System",
                "type": "Classification",
                "description": "LCZero is classified as Historical / Research AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Leela Chess Zero official reference",
                "url": "https://lczero.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": []
    }
}
Proofs

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