Giant undergraduate lessons create specific instructing challenges. A frightening problem is offering customized, significant studying help at a scale that meets the wants of tons of of scholars. In topics like regulation that rely closely on conceptual understanding and utilized analytical considering, this want for help is much more pronounced. Undergraduate enterprise college students typically enter a regulation course with little familiarity with authorized terminology and disciplined reasoning.
This previous fall, I taught a enterprise regulation course to all second 12 months college students within the Bachelor of Commerce program at Dalhousie College. I had 343 college students throughout three sections of 109 to 120 college students in every. The course covers foundational areas of Canadian enterprise regulation and requires college students to use that regulation with a structured authorized evaluation. Even with energetic studying approaches in school and clear educational constructions, it was obvious that college students wanted individualized, on-demand help that conventional workplace hours and T.A. tutorials couldn’t totally fulfill.
To deal with this, I created and deployed two {custom} AI tutors, Harvey and Elle, constructed as {custom} GPTs within the ChatGPT platform. The intention was to supply scalable, digital studying companions that aligned immediately with course studying outcomes and pedagogical wants. What emerged was an efficient mannequin for AI-supported instruction that helped college students higher perceive authorized ideas, enhance their analytical abilities, and have interaction extra confidently with course materials.
Why Construct Customized AI Tutors?
Though generative AI instruments like ChatGPT, Gemini and Claude are extensively accessible, they current limitations that may make them inappropriate for tutorial use by college students, particularly in regulation programs. Generic massive language fashions typically produce:
- Full blown “solutions” that shortcut college students’ studying processes,
- U.S.-based authorized explanations relatively than Canadian ones,
- Oversimplified or incomplete reasoning, and
- Explanations that don’t observe the course’s terminology and required analytical construction
For these causes, I wanted {custom} AI instruments that have been aligned with the Canadian authorized framework, the course supplies, and the expectations for structured evaluation. Simply as vital, the instruments wanted to elucidate and train, not merely present college students with solutions for use for assessments. On the similar time, the AI tutors wanted to be freely accessible, straightforward to make use of, welcoming, and interesting.
Two Tutors, Two Roles
A key design choice was to create two separate AI tutors, every with a transparent educational focus.
Harvey – Your Business Law Tutor was designed to assist college students perceive authorized ideas. He supplies:
- Plain-language explanations of authorized guidelines,
- Examples to strengthen understanding,
- Guiding questions that assist college students replicate on their studying,
- Clarifications of terminology and ideas, and
- Sensible, real-world enterprise implications
Elle – Your Legal Case Analysis Coach helps college students in practising the three-step authorized evaluation required for course assessments. She guides college students by means of the method of: (1) figuring out the authorized difficulty, (2) setting out the relevant regulation, and (3) making use of the regulation to the information of a case.
Elle asks a scholar to enter a case reality scenario (normally from class and course supplies) and, importantly, that scholar’s personal try at analyzing the case. She doesn’t rewrite the coed’s evaluation, however supplies a constructive critique that helps the coed enhance their evaluation by figuring out lacking steps, enhancing group, and providing reminders concerning the significance of constructing connections between information and related regulation.
These two roles replicate my course design and pedagogical strategy of scaffolding conceptual understanding with analytical utility. In different phrases, college students should perceive earlier than they’ll analyze. Harvey and Elle have been constructed to help each of these phases of studying.
To make sure consistency with the course supplies, Harvey and Elle have been “educated” by importing many of the course supplies which included instructor-created content material comparable to slide decks, the syllabus, and YouTube lecture movies. Whereas importing the course textbook would have been very best, it was not doable on account of copyright restrictions.
Humanizing the AI Tutors
Every AI tutor was given a definite, approachable character. Each Harvey and Elle have been impressed by recognizable lawyer characters in popular culture. Harvey is a gritty, shrewd, Bay Avenue (the Canadian equal of Wall Avenue) lawyer. Elle is witty and bubbly with a pointy authorized thoughts. The purpose was to cut back the intimidation college students generally really feel towards authorized topics and create an surroundings the place they felt extra comfy asking questions. Harvey and Elle wanted to be relatable and approachable.
The personalities served as studying cues. Harvey’s assured, polished, explanation-centered fashion signaled that he was the precise tutor for clarifying complicated ideas. Elle’s supportive, energetic, coaching-like tone made her suited to guiding college students by means of authorized reasoning. These personalities helped humanize the AI instruments, making interactions welcoming, participating and, generally, humorous.
Pupil Use and Perceptions of the AI Tutors
College students have been surveyed on the center of the semester after the midterm examination. Virtually a 3rd of all college students within the course responded. Their suggestions highlighted a number of patterns in how and why college students used the tutors.
1. Common and Voluntary Use
Regardless that using the AI tutors was optionally available, virtually all survey respondents (95%) had engaged with one or each tutors. One third used not less than one tutor a number of occasions per week. The small minority (5%) who didn’t use any of the tutors felt they have been pointless for his or her studying.
2. Clear, Comprehensible Explanations
The most typical theme in college students’ feedback was appreciation of how Harvey and Elle defined authorized ideas in ways in which have been straightforward to grasp. Feedback often talked about:
- Clearer explanations than different sources,
- Help make authorized ideas extra digestible, and
- Improved understanding of terminology
3. Assist with Authorized Evaluation
Many college students valued Elle’s potential to information them by means of the three-step authorized evaluation, noting that she helped them construction their responses and perceive apply authorized guidelines to reality patterns. This was particularly vital for midterm take a look at preparation.
4. Position of Every Tutor
Survey responses point out that college students used Harvey primarily for understanding authorized ideas and Elle primarily for practising structured authorized evaluation. This displays the distinct educational roles the 2 tutors have been designed to play.
5. Ease of Use and Accessibility
A variety of college students valued that the tutors have been straightforward to entry, out there anytime, and handy for fast clarification.
6. Assist By Examples and Observe
Some college students famous that they appreciated how the tutors supplied examples or helped them observe course ideas.
7. Confidence, Motivation, and Engagement
Most college students reported feeling ‘very assured’ or ‘considerably assured’ within the accuracy of Harvey and Elle’s responses. Many additionally indicated that utilizing the AI tutors elevated their motivation and engagement within the course. Many used the tutors when making ready for the midterm, suggesting that having rapid suggestions contributed to a larger sense of readiness.
8. Customized AI vs. Common AI Instruments
Half of respondents discovered Harvey and Elle extra useful than non-custom AI instruments comparable to ChatGPT, Gemini and Claude. Many college students appreciated that Harvey and Elle have been customized for the course with content material in keeping with course supplies and studying outcomes.
9. Educating vs. Solutions
Many college students appreciated that Harvey and Elle guided them in studying, with out merely offering solutions. Different, however fewer, college students have been annoyed that the AI tutors didn’t present easy solutions. Virtually all respondents (93%) agreed that the AI tutors helped them to be taught extra successfully, as an alternative of eradicating or lessening the necessity for them to be taught.
Conclusion
Integrating Harvey and Elle into a big enterprise regulation course considerably enhanced college students’ potential to grasp and apply authorized ideas. The tutors provided accessible, customized studying experiences that supplemented instruction in methods not possible at scale with conventional strategies.
For educators exploring AI in their very own instructing, purpose-built AI tutors with clear roles, personalized content material, pedagogical grounding, and approachable personalities can provide a probably highly effective, scalable mannequin for supporting scholar studying.
Wayland Chau, BCom, JD, LLM, is an Assistant Professor within the Division of Technique, Entrepreneurship and Worldwide Enterprise of the School of Administration at Dalhousie College, the place he teaches enterprise regulation and develops AI-enhanced approaches to instructing and studying. A former practising lawyer with intensive expertise within the monetary sector, he now focuses his instructing and consulting on generative AI, energetic studying, core competency constructing, regulation, ethics, and social duty. He additionally shares reflections on instructing and studying by means of his weblog, The Reflective Prof.
