I see two ways of making AI. I'll explain with a metaphor.
Method one: You make an acorn and let it interact with a suitable environment. Physics effortlessly does calculations that would make GPU's start a religious cult. If you made the acorn correctly, then eventually you will get a tree that works in it's environment.
Method two: Make a tree, then put it in an environment to check if it works.
I'm partial to the first method. So what is the most basic principle of life? What is the simplest equivalent of an acorn? How do we start thinkin about how to make one? You'd need a stable self perpetuating physical loop. A whirl pool in the river. I think life developed as it did because small self perpetuating pieces of chemistry/physics are much more likely to develop by chance than computers full of circuitry. *Until intelligent life develops, then chance gets complicated. Point is, it doesn't mean that mechanical growth is impossible, just prohibitively improbable until another improbable thing (intelligent life) developed. So if we want an AI's mind to develop into a complex structure that processes information, but it's too complex for humans to build this; let's cheat. Lets give the universe the tools to develop this emergent property of matter, which we call intelligence, on it own. It seems to enjoy doing it. This instruction manual for physics is genetics, again, a bit impossible to make from scratch; lets cheat! We have sequenced the genomes of many organisms. We have electronics that can retain and express information. They won't be completely compatible but we can Frankenstein them together and patch the differences. If you're building mechanical brain cells and you program them with the genetics of a worm brain it might start acting like a worm brain. Onward and upwards from there, right? You'd just need to design mechanical neurons (like I'm doing), sequence those ATGC's, Google translate to binary (this strategy might need some polishing), download, and observe in wonder until the worm starts trying to eat you.