Provably Safe AI (davidad agenda)

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  "title": "Provably Safe AI (davidad agenda)",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Davidad's provably safe AI agenda aims to create AI systems with mathematical safety guarantees through formal verification of world models and values, primarily funded by ARIA's £59M Safeguarded AI programme. The approach faces extreme technical challenges (world modeling, value specification) with uncertain tractability but would provide very high effectiveness if successful, addressing misalignment, deception, and power-seeking through proof-based constraints.",
  "description": "An ambitious research agenda to design AI systems with mathematical safety guarantees from the ground up, led by ARIA's £59M Safeguarded AI programme with the goal of creating superintelligent systems that are provably beneficial through formal verification of world models and value specifications.",
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        "id": "formal-verification",
        "title": "Formal Verification (AI Safety)",
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        "id": "provable-safe",
        "title": "Provable / Guaranteed Safe AI",
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        "id": "safety-cases",
        "title": "AI Safety Cases",
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        "title": "Sleeper Agent Detection",
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        "id": "interpretability-sufficient",
        "title": "Is Interpretability Sufficient for Safety?",
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