Transparency & Documentation
Model and system cards, datasheets, disclosure of evaluations, and documentation that survives an audit.
7concepts
74flashcards
52minutes of reading
- 01 Datasheets for Datasets The questions a dataset's documentation has to answer for someone deciding whether to use it, why the composition and collection sections carry the weight, and what happens when a dataset outlives the answers.
- 02 Disclosure Without Overclaiming What honest capability communication looks like, why published evaluation numbers mislead by default, and the specific claims that most often outrun their evidence.