Can anyone explain for the benefit of someone who has very little understanding of the concept of AI and what it actually means (but pretty decent conceptual un

Can anyone explain for the benefit of someone who has very little understanding of the concept of AI and what it actually means (but pretty decent conceptual understanding of algorithms and programming otherwise) the basic method that's used to derive or form these interpretations?