Anyone else see AI as nothing more than a logging system for citing real world experience and expertise?

In order for any AI/ML content to have value it must cite where the accumulation of information came from. By not doing so it nothing more than a custom Wikipedia-esque with a motto _Trust Me Bro_.

Citations and lack there of should be a simple key factor in evaluating trust. What are your sources for this idea / answer?