Is it really AI? (Update)

We do read a lot about Artificial Intelligence (AI) these days. AI seems to get in nearly everything. Just pick the right chip and you can put the AI sticker on your product. But is it really that easy? Where is the difference between AI and Machine Learning? And, is the term Intelligence the correct notion anyhow to describe a computer based system? Is it a qualitative or quantitative property?
Depending on the answer, is it something we can measure?

Related to intelligence (IQ) as a characteristic (hopefully) of human beings: Would it be feasible to create a questionnaire for machines to found out about AI? A sort of IQ test for artificial intelligence?

In essence, I don't see a generally accepted definition AI. One of the reasons for all the misconception.

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       George Parks Highway, Alaska!