I'm not entirely sure what @sapinker means by "explicit knowedge", but goals combined with a mechanism to plan actions that fulfill those goals do seem necessary for Advanced Machine Intelligence (AMI).
One of several things @sapinker and I agree on.
Goals and Planning Mechanisms Essential for Advanced Machine Intelligence
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