Strong AI
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A quick note on Weak AI at the foot of the page.
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Strong AI aims to create intelligent machines that are indistinguishable from the human mind. But just like a child, the AI machine would have to learn through input and experiences, constantly progressing and advancing its abilities over time.
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While AI researchers in both academia and private sectors are invested in the creation of artificial general intelligence (AGI), it only exists today as a theoretical concept versus a tangible reality.
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While some individuals, like Marvin Minsky, have been quoted as being overly optimistic in what we could accomplish in a few decades in the field of AI; others would say that strong AI systems cannot even be developed.
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Until the measures of success, such as intelligence and understanding, are explicitly defined, they are correct in this belief.
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For now, many use the Turing test to evaluate intelligence of an AI system. more source
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Weak AI - "The aim is develop theories of human and animal intelligence and then test ... by building working models usually in the form of computer models or robots."
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A possible source