Deceptive Alignment Decomposition Model

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  "llmSummary": "Decomposes deceptive alignment probability into five multiplicative conditions (mesa-optimization, misalignment, awareness, deception, survival) yielding 0.5-24% overall risk with 5% central estimate. Identifies that reducing any single factor by 50% cuts total risk by 50%, recommending focus on detection/survival parameter P(V) as most tractable intervention point with 2-4 year research timeline.",
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