eli_sennesh comments on The genie knows, but doesn't care - Less Wrong
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This is a Value Learner, not a Reinforcement Learner like the standard AIXI. They're two different agent models, and yes, Value Learners have been considered as tools for obtaining an eventual Seed AI. I personally (ie: massive grains of salt should be taken by you) find it relatively plausible that we could use a Value Learner as a Tool AGI to help us build a Friendly Seed AI that could then be "unleashed" (ie: actually unboxed and allowed into the physical universe).