FeepingCreature comments on Link: Elon Musk wants gov't oversight for AI - Less Wrong
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Note: given really really large computational resources, an AI can always "break out by breaking in"; generate some physical laws ordered by complexity, look what sort of intelligent life arises in those cosmologies, craft an attack that works against it on the assumption that it's running the AI in a box, repeat for the hundred simplest cosmologies. This potentially needs a lot of computing power, but it might take very little depending on how determined our minds are by our physics.
I'd say that if it started running a huge number of simulations of physical realities, and analyzing the intelligence of beings that resulted, that would fall squarely into the 'worrying level of intelligence' category.
In fact if it started attempting to alter the physics of the virtual world it's in at any level - either by finding some in-game way to hack the virtual world, or by running simulations of alternate physics - that would be incredibly worrying.