AI is not and really never has been computer science -- if you trust the pedigree of statistical learning as the appropriate one for modern AI, computers don't enter the picture til you want to approximate a solution numerically to an otherwise well-posed analytical question.
That's why I consider understanding the internals of GenAI systems to be very important, independent of human psychology.