It is often difficult to evaluate, and easy to dismiss, the difference between the effectiveness of human intelligence and the efficiency of specialized artificial processes related to intelligence. As Nao Tokui remarked (2016-), AI should be not considered as the emulation of human intelligence but rather as an Alternative Intelligence with its specific range of functional logic.

Anthropomorphism

Perhaps the creative AI’s most pronounced ambiguity. It is a tendency to fictionalize the existing narrow AI as the artificial general intelligence (AGI) charged with polar attributes (subjugation vs benevolence) rather than making better efforts to detect and correct in it a full spectrum of elusive human weaknesses, contradictions and biases that reflect in every technology.

AI should be not considered as the emulation of human intelligence but rather as an Alternative Intelligence with its specific range of functional logic.

Human Intelligence
Intelligence is integral to human nature: a complex set of often conflicted cognitive faculties which have been evolving within the material, existential and social reality of our species

Human intelligence is not understood clearly enough in order to be captured with formally robust definitions and rules necessary for mathematical modelling and computer emulation.