Sorry, I think you misunderstood my question about combining human imitations with more general oracles/​predictors. What I meant is that you could use general oracles/​predictors to build models of the world, which the human imitators could then query or use to test out potential actions. This perhaps lets you overcome the problem of human imitators having worse world models than ~AIXI and narrows the capability gap between them.
Sure! The household of people could have another computer inside it that the humans can query, which runs a sequence prediction program trained on other things.
Sorry, I think you misunderstood my question about combining human imitations with more general oracles/​predictors. What I meant is that you could use general oracles/​predictors to build models of the world, which the human imitators could then query or use to test out potential actions. This perhaps lets you overcome the problem of human imitators having worse world models than ~AIXI and narrows the capability gap between them.
Sure! The household of people could have another computer inside it that the humans can query, which runs a sequence prediction program trained on other things.