I really like the term 'non-expert explanations'. You're often advised as a rookie developer to write about your own point of view, because your own unsophisticated mental models may be closer to the same mental framework as a new developer struggling with that level of knowledge.

In other words, we need non-expert explanations, and abundantly. Very few topics have been over-explained in the real world.