Provable / Guaranteed Safe AI

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  "title": "Provable / Guaranteed Safe AI",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "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. The UK's ARIA programme has committed £59M to develop 'Guaranteed Safe AI' systems with verifiable properties, targeting Stage 3 by 2028. Current neural network verification handles networks up to 10^6 parameters, but frontier models exceed 10^12—a 6 order-of-magnitude gap.",
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      "resourceTitle": "Anthropic 2024 paper"
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      "text": "\"Towards Guaranteed Safe AI\"",
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      "text": "International AI Safety Report 2025",
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No external links