>> Sure, if you want one child. But that's not what business is often doing, now is it?
Your designing one thing. You're building one plant. Yes, you'll make and sell millions of widgets in the end but the system that produces them? Just one.
Engineering teams do become less efficient above some size.
>> Your designing one thing.
You might well be making 100 AI babies, and seeing which one turns out to be the genius.
We shouldn’t assume that the best way to do research is just through careful, linear planning and design. Sometimes you need to run a hundred experiments before figuring out which one will work. Smart and well-designed experiments, yes, but brute force + decent theory can often solve problems faster than just good theory alone.
You'd think someone would have written a book on the subject.
https://en.wikipedia.org/wiki/The_Mythical_Man-Month