MugaSofer comments on Reply to Holden on 'Tool AI' - Less Wrong
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An Oracle determines which action would produce higher utility, then outputs it. An "Agent AGI" determines which output will produce higher utility, then outputs it. It's a question of optimizing the output or merely outputting optimization.
And yes, you can easily turn an Oracle into an Agent.