A Tutor Should Cite the Rule, Not Just Sound Confident

"Strengthening the Student Toolbox"

The learning-science thread running through bar prep is not just about how students remember. It is also about how feedback lands. The useful tutor is not the one that speaks with the most confidence. It is the one that can name the rule, explain the mismatch, and point the learner back to the authority.

That is why the Vrenberg tutor is built to be cited. When it answers a question, it should feel less like a generic chatbot and more like a disciplined explainer that knows the law is the point.

The design choice follows directly from the research:

• Specific feedback beats vague reassurance.
• Retrieval works better when the answer is tied to the rule.
• Confidence without authority is just polished noise.

The tutor therefore exists as a correction engine, not as a personality. It is there to turn uncertainty into a rule-level explanation the learner can actually use on the next attempt.

That is the difference between a chat feature and a teaching system.