jacob_cannell comments on AI indifference through utility manipulation - Less Wrong
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A number of assumptions yes, but actually I see this is a viable route to creating AI, not something you do after you already have AI. Perhaps the biggest problem in AI right now is the grounding problem - actually truly learning what nouns and verbs mean. I think the most straightforward viable approach is simulation in virtual reality.
I concur with your concern. However, I don't know if such an experiment necessarily must be kept a secret (although that certainly is an option, and if/when governments take this seriously, it may be so).
On the other hand, at the moment most of the world seems to be blissfully unconcerned with AI atm.