What this term means here In the captured material, high-intent, objective-driven learning describes a way of approaching a new subject with AI where you set a concrete goal first, then use AI as an active partner toward that goal — rather than passively consuming whatever a chat model volunteers. The related chapter's spine captures it directly: ask AI for structure first, then do the understanding yourself.