Provable / Guaranteed Safe AI
provable-safeconceptPath: /knowledge-base/intelligence-paradigms/provable-safe/
E402Entity ID (EID)
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
"id": "provable-safe",
"wikiId": "E402",
"path": "/knowledge-base/intelligence-paradigms/provable-safe/",
"filePath": "knowledge-base/intelligence-paradigms/provable-safe.mdx",
"title": "Provable / Guaranteed Safe AI",
"quality": 64,
"readerImportance": 89,
"researchImportance": 91,
"tacticalValue": 55,
"contentFormat": "article",
"causalLevel": null,
"lastUpdated": "2026-03-22",
"dateCreated": "2026-02-15",
"summary": "Provable Safe AI uses formal verification to provide mathematical safety guarantees, with UK's ARIA investing £59M through 2028. Current verification handles ~10^6 parameters while frontier models exceed 10^12 (6 orders of magnitude gap), yielding 1-5% probability of dominance at TAI, with critical unsolved challenge of verifying world models match reality.",
"description": "Analysis of AI systems designed with formal mathematical safety guarantees from the ground up.",
"ratings": {
"novelty": 5.5,
"rigor": 7,
"completeness": 7.5,
"actionability": 6.5
},
"category": "intelligence-paradigms",
"subcategory": "architectures",
"clusters": [
"ai-safety",
"governance"
],
"metrics": {
"wordCount": 2613,
"tableCount": 17,
"diagramCount": 2,
"internalLinks": 7,
"externalLinks": 26,
"footnoteCount": 0,
"bulletRatio": 0.11,
"sectionCount": 32,
"hasOverview": true,
"structuralScore": 15
},
"suggestedQuality": 100,
"updateFrequency": 45,
"evergreen": true,
"wordCount": 2613,
"unconvertedLinks": [
{
"text": "en.wikipedia.org",
"url": "https://en.wikipedia.org/wiki/AI_safety",
"resourceId": "254cde5462817ac5",
"resourceTitle": "Anthropic 2024 paper"
},
{
"text": "lesswrong.com",
"url": "https://www.lesswrong.com/posts/P8XcbnYi7ooB2KR2j/provably-safe-ai-worldview-and-projects",
"resourceId": "3b6a9e12fba68d60",
"resourceTitle": "Provably Safe AI: Worldview and Projects"
},
{
"text": "\"Towards Guaranteed Safe AI\"",
"url": "https://arxiv.org/abs/2405.06624",
"resourceId": "d8da577aed1e4384",
"resourceTitle": "Towards Guaranteed Safe AI"
},
{
"text": "Towards Guaranteed Safe AI",
"url": "https://arxiv.org/abs/2405.06624",
"resourceId": "d8da577aed1e4384",
"resourceTitle": "Towards Guaranteed Safe AI"
},
{
"text": "International AI Safety Report 2025",
"url": "https://internationalaisafetyreport.org/publication/international-ai-safety-report-2025",
"resourceId": "b163447fdc804872",
"resourceTitle": "International AI Safety Report 2025"
},
{
"text": "Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems",
"url": "https://arxiv.org/abs/2405.06624",
"resourceId": "d8da577aed1e4384",
"resourceTitle": "Towards Guaranteed Safe AI"
}
],
"unconvertedLinkCount": 6,
"convertedLinkCount": 0,
"backlinkCount": 1,
"hallucinationRisk": {
"level": "low",
"score": 30,
"factors": [
"no-citations",
"high-rigor",
"conceptual-content"
]
},
"entityType": "concept",
"redundancy": {
"maxSimilarity": 20,
"similarPages": [
{
"id": "provably-safe",
"title": "Provably Safe AI (davidad agenda)",
"path": "/knowledge-base/responses/provably-safe/",
"similarity": 20
},
{
"id": "formal-verification",
"title": "Formal Verification (AI Safety)",
"path": "/knowledge-base/responses/formal-verification/",
"similarity": 14
},
{
"id": "neuro-symbolic",
"title": "Neuro-Symbolic Hybrid Systems",
"path": "/knowledge-base/intelligence-paradigms/neuro-symbolic/",
"similarity": 13
},
{
"id": "neuromorphic",
"title": "Neuromorphic Hardware",
"path": "/knowledge-base/intelligence-paradigms/neuromorphic/",
"similarity": 13
},
{
"id": "technical-research",
"title": "Technical AI Safety Research",
"path": "/knowledge-base/responses/technical-research/",
"similarity": 13
}
]
},
"coverage": {
"passing": 7,
"total": 13,
"targets": {
"tables": 10,
"diagrams": 1,
"internalLinks": 21,
"externalLinks": 13,
"footnotes": 8,
"references": 8
},
"actuals": {
"tables": 17,
"diagrams": 2,
"internalLinks": 7,
"externalLinks": 26,
"footnotes": 0,
"references": 3,
"quotesWithQuotes": 0,
"quotesTotal": 0,
"accuracyChecked": 0,
"accuracyTotal": 0
},
"items": {
"summary": "green",
"schedule": "green",
"entity": "green",
"editHistory": "red",
"overview": "green",
"tables": "green",
"diagrams": "green",
"internalLinks": "amber",
"externalLinks": "green",
"footnotes": "red",
"references": "amber",
"quotes": "red",
"accuracy": "red"
},
"ratingsString": "N:5.5 R:7 A:6.5 C:7.5"
},
"readerRank": 24,
"researchRank": 26,
"recommendedScore": 192.19
}External Links
No external links
Backlinks (1)
| id | title | type | relationship |
|---|---|---|---|
| __index__/knowledge-base/intelligence-paradigms | Intelligence Paradigms | concept | — |