As far as my experience goes, you need real intelligence not artificial intelligence to generate consistent alpha.
In similar vein...
Addition and subtraction (general accounting) - and not derivatives... or crazy math.
Realizable returns and paths - not distribution of random guesses...
Moments in time - not fixed or random intervals of engagement...
Real time constraint focused - not theoretical...