MugaSofer comments on The genie knows, but doesn't care - Less Wrong
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You will see a grammatical error as a mistake if you value grammar in general, or if you value being right in general.
A self-improving AI needs a goal. A goal of self-improvement alone would work. A goal of getting things right in general would work too, and be much safer, as it would include getting our intentions right as a sub-goal.
Although since "self-improvement" in this context basically refers to "improving your ability to accomplish goals"...
Stop me if this is a non-secteur, but surely "having accurate beliefs" and "acting on those beliefs in a particular way" are completely different things? I haven't really been following this conversation, though.