I call this the embodiment problem. The physical limitations of reality would quickly kill us if we didn't have a well formed understanding of them. Meanwhile AI is stuck in 'dream mode', much like when we're dreaming we can do practically anything without physical consequence.

To achieve full AI I believe will eventually have to our AI's have a 'real world' set of interfaces to bounds check information.