IA
ENT-00001965 · Benchmark

Inspect AI

Inspect AI is a AI benchmark associated with UK AI Security Institute, classified in LXKeys.world as AI Benchmark / Evaluation.

Level IV ConnectedActiveDocumented
Human record

Overview

Inspect AI is a technical AI system associated with UK AI Security Institute. The record documents its role in model development, retrieval, serving, orchestration, evaluation, deployment or machine learning infrastructure.

Timeline

  1. 2024Initial benchmark release

    Inspect AI entered the documented public record in 2024. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Documented source contextPublic reference anchorStructured classification

Known limitations

Benchmark scores depend on the exact dataset version, prompt or evaluation protocol, scoring implementation and contamination controls.Leaderboard performance should not be treated as a complete measure of real-world capability or safety.Benchmark relevance can decline as models, data and evaluation practices evolve.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for Inspect AI. Entity type: Benchmark; classification: AI Benchmark / Evaluation; creator/organization context: UK AI Security Institute. Canonical source anchor: https://inspect.aisi.org.uk/. 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

Documented EntityAI SystemRegistry Candidate
Relationship graph

Inspect AI

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Inspect AI
Associated organizationOutgoing
UK AI Security Institute

Inspect AI is associated with UK AI Security Institute through its documented source context.

Machine readable layer

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

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    "@type": "Thing",
    "identifier": "ENT-00001965",
    "name": "Inspect AI",
    "alternateName": [],
    "additionalType": {
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        "type": "Benchmark",
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    "description": "Inspect AI is a AI benchmark associated with UK AI Security Institute, classified in LXKeys.world as AI Benchmark / Evaluation.",
    "creator": "UK AI Security Institute",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001965&lang=en",
    "sameAs": "https://inspect.aisi.org.uk/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001965",
        "kind": "Data and Evaluation",
        "type": "Benchmark",
        "subtype": "",
        "classification": "AI Benchmark / Evaluation",
        "organization": "UK AI Security Institute",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2024",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:29+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:29+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
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            "Public reference anchor",
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        "limitations": [
            "Benchmark scores depend on the exact dataset version, prompt or evaluation protocol, scoring implementation and contamination controls.",
            "Leaderboard performance should not be treated as a complete measure of real-world capability or safety.",
            "Benchmark relevance can decline as models, data and evaluation practices evolve."
        ],
        "tags": [
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            "AI System",
            "Registry Candidate"
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        "timeline": [
            {
                "date": "2024",
                "title": "Initial benchmark release",
                "description": "Inspect AI entered the documented public record in 2024. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://inspect.aisi.org.uk/",
                "verification_status": "source_backed_official"
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        "relationships": [
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                "type": "Associated organization",
                "description": "Inspect AI is associated with UK AI Security Institute through its documented source context.",
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        "sources": [
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                "label": "Inspect AI documentation",
                "url": "https://inspect.aisi.org.uk/",
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                "verification_status": "verified",
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                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
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}
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