My point is that most of our actions are intuitive and cannot be explained. maybe this is similar to system 1 vs system 2.

It's fine if you want to refer to Kahneman's classification [1] of instinctual and thorough thinking. Explainability is a separate topic. Also when the amount of energy and compute used are as high as they are.. the results, the return on investment really isn't that high. Hopefully there are better days ahead.

[1] https://en.wikipedia.org/wiki/Thinking,_Fast_and_Slow