# `ml/` knowledge

Production machine-learning domain knowledge injected into universal pipeline
steps by `content/methodology/ml-overlay.yml`.

## Lockstep pairs with `data-science/`

Five documents here mirror documents in `content/knowledge/data-science/`. See
`content/knowledge/data-science/README.md` for the full pair table. Edits to
one side should trigger review of the other to prevent recommendation drift.