CONSULT

Ask a qualified source one scoped question while keeping the decision yourself.

Three weeks into teaching yourself statistics, you are stuck on the same concept, and your private theory about what confuses you is itself confused. You could grind for another week, or post vaguely in a forum, or you could put your half-understanding in front of someone who diagnoses this exact confusion for a living and would spot it in minutes.

Consult means asking a qualified source one scoped question while keeping the decision, and the work, yourself. The cue is a specific gap where someone else's expertise would collapse days of struggle into minutes, and where you want input, not a takeover. The operation: first attempt the problem and write down your own hypothesis about where it breaks, then formulate a narrow question, such as "here is my attempt; is my error in step three or in how I set it up?", then take the answer back into your own hands. The spec is specific about ordering: state your hypothesis before hearing the expert's, or their authority will anchor you and conceal what you actually understood. When it works, you get a diagnosis, not a dependency. The boundary is source quality and conflicts: a wellness influencer is not a neurologist, and advice from someone paid on commission for what they recommend is not consultation.