Documentation Cards for Recommenders
Recall the core documentation fields needed for recommender model and dataset governance.
Model card core USES What should USES remind you to document? Four launch-review fields. Reuse request It works for learning content. Can we reuse it for promotion recommendations? The original model was built for optional skill discovery, not employment decisions. Your line Not without a new intended-use review, dataset audit, slice evaluation, and governance approval. The decision context is higher stakes. Treating a recommender as portable because the code runs. It distinguishes technical reuse from appropriate use. Model vs data Model card vs datasheet: what is the difference? A recommender often needs both because exposure data and model behavior are…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in