The AI has to do what humans mean (rather than e.g. not following your orders and just calculating more digits of pi) before you start talking at it, because you are relying on it interpreting that sentence how you meant it.
The hard part is not figuring out good-sounding words to say to an AI. The hard part is figuring out how to make an actual, genuine computer program that will do what you mean.
Maybe? But consider that the opposite of what you just claimed sounds just as plausible to an outside observer. "Do what I mean" doesn't sound all that complicated -- even to someone with a background in computer science or AI specifically. "Do what I mean" translates as "accurately determine the principles which constrain my own actions and use those to constrain the AI's, or otherwise build a model of my thinking which the AI can use to evaluate options." Sub-goals such as verifying that the model matches reality fall easily out of this definition.
It's not at all clear, even to a practitioner within the field, that this expansion doesn't work, if in fact it does not.
If it's worth saying, but not worth its own post, then it goes here.
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