The objective was to make a machine that could beat anybody at chess. Nobody on the Alpha Zero team believes Alpha Zero is an example of general AI. Teaching a system to understand a complex system is a necessary subcomponent of general intelligence.
They thought that AI would come out of building systems that can replace humans: sure, but only insofar as you preserve the use of intelligence.
If you replace with a shortcut, you havent built an intelligent machine.