V_V comments on The Power of Noise - LessWrong
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The randomized control trial is a great example where a superintelligence actually could do better by using a non-random strategy. Ideally, an AI could take its whole prior into account and do a value of information calculation. Even if it had no useful prior, that would just mean that any method of choosing is equally "random" under the the AI's knowledge.
AI != perfectly rational agent
Ideally = perfectly rational agent
so why did you mention an 'AI'?