Compiler Paradox
The Compiler Problem and more specifically that of translating from software to hardware is extremely difficult and the will be a major check for the evil of AI. It will buy us time to do technical differentiation into benign technology - ie, midcourse correction.
For example, if a PhD can't even turn on a Briggs and Stratton, we have nothing to fear.