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  text: '(Should I be replacing 'approval-directed' with 'act-based' in my future writing?)\n\nThe intended meaning is that the AI isn't trying to do long-range forecasting out to a million years later, that part is up to the humans.  My understanding of your model of act-based agents is that you think act-based agents *would* be carrying out this forecast internally as part of their forecast of which short-term strategies humans would approve.  A Genie doesn't *model* its programmers linking long-term outcomes to short-term strategies and then output the corresponding short-term strategies, a Genie implements the short-term goals selected by the programmers (which will be a good thing if the *programmers* have successfully linked short-term goals to long-term outcomes).',
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