“Self-describing” data products include/contain/link to any “knowledge products” (schema, ontology, etc.

How do FAIR data resources work? How can you build a FAIR resource from many little parts, each non-FAIR by itself?

Not documenting failures causes them to be repeated. This repetition is waste because no new information is generated.

Inside black boxes you find programs. There are a lot of programming languages.