AI Control

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  "llmSummary": "AI Control is a defensive safety approach that maintains control over potentially misaligned AI through monitoring, containment, and redundancy, offering 40-60% catastrophic risk reduction if alignment fails with 70-85% tractability for near-human AI. Current research shows 80-95% detection rates against GPT-4-level adversarial behavior with 5-30% computational overhead, though effectiveness likely drops to 10-30% for superintelligent systems.",
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      "text": "empirical results",
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      "text": "\"AI Control: Improving Safety Despite Intentional Subversion\"",
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