How should we modify our university teaching given AI? It's not enough to just "stop cheating" - we also should use these tools to improve our teaching and evaluation. Here's 8 rules I've been using in my U Toronto courses and with colleagues around the world. kevinbryanecon.com/teachwithai....
Kevin A. Bryan
Kevin A. Bryan
@afinetheorem.bsky.social
Assoc Professor of Strategic Management, University of Toronto; Chief Economist, Creative Destruction Lab Toronto; cofounder, AllDayTA; cofounder, NBER Innovation PhD Boot Camp. http://www.kevinbryanecon.com and @AFineTheorem on Twitter
1.8K followers8 following528 posts
We've passed 100 paying institutions for www.alldayta.com! Super exciting to see profs using it in 26 countries, from Ivy League grad courses on down. About to release updates to our AI-driven, prof-in-loop, adaptive quiz: first thing we've done some students dislike (but that's a good thing!) 1/2
Something I didn't expect that we can see in www.alldayta.com data: study effort is so correlated with exams. Across courses, if use on Finals week is "1", relative use on midterm week is .7, and on non-exam weeks .05-.1. For courses with no exam, use always sticks at the lower level.
A must watch - Mokyr's Nobel Prize speech on how ideas matter for progress, where AI fits here, and where bad institutional decisions might harm things. His ageless energy and unlimited memory for history are exactly today as I remember as his student 15 years ago. www.youtube.com/live/jQCkCcu...
Hiring this year in economics or management? I try to read every JMP on innovation, entrepreneurship, or econ of AI; why not make the list public? Here's 54 candidates on the market this year (link below). Many great papers + NBER Innovation PhD boot camp grads! kevinbryanecon.com/2025innovati...
Doing my part on CBC's natl econ show to get normies to learn what 'feeling the AI' means. (More importantly, "compute sovereignty nonsense b/c you don't control stack" & "options aren't adopt AI at car plant or don't adopt, but adopt & keep plant or it goes to China".) www.cbc.ca/listen/live-...
What a great day: legends of innovation economics Mokyr, Aghion and Howitt win the Nobel. Joel was a PhD advisor of mine, so need a full article! Included: good & bad explanations of the Indus Rev, Aghion's charisma, influence of Jon Hughes, French fashion houses: kevinbryanecon.com/mokyraghionh...
The path forward for higher ed w/ AI is that teaching *complements* AI. Students learn more using AI, and learn *exactly* what we want to teach, instead of just cheating. Can do even better than pre-AI! (And if you want this - alldayta.com, $100 per term. Super easy.)
For students, *I don't care* if they get right answers. Why? If wrong, they have to explain to AI what they were thinking before moving on. Cheating doesn't save time b/c I don't grade on correctness, just whether you work through the quiz! Try it here app.alldayta.com/university-o... 3/4
Syllabus here: kevinbryanecon.com/Bryan-Progre... Course AI here on AllDayTA (to be updated weekly as we progress, including with AI-driven adaptive quizzes!): app.alldayta.com/university-o... 2/2
Perhaps of interest to folks with social science PhD programs: at Rotman, we added an experimental 3 session "tech stack" training in addition to the math boot camp. My lecture was "how to do reproducible, open, quick research", aka version control, LaTeX, AI. 1/2 kevinbryanecon.com/techstack.html
I cover project setup, version control, my daily very simple workflow, what to use for code (Python or R), what AI is high value, why LaTeX, how to do it easily, why all this matters even for qual projects, and links to exactly what to d/l. My own practices were very sloppy-this is a better way. 2/2
I know lots of skepticism about AI here, but let me show you something we put out which I think is a huge improvement for university assignments. This is "Intelligent Quiz", a feature on All Day TA (www.alldayta.com). Assignments now have tons of cheating + little feedback to us or the students. 1/9
Honestly, it's a really nice system. As always, everything is all siloed: your content is never used for any training nor leaves your course, and is deleted on demand. The whole alldayta.com is $100 per class section per term - a couple bucks per student on average. AI complements our teaching! 6/6
I know lots of skepticism about AI here, but let me show you something we put out which I think is a huge improvement for university assignments. This is "Intelligent Quiz", a feature on All Day TA (www.alldayta.com). Assignments now have tons of cheating + little feedback to us or the students. 1/9
I know lots of skepticism about AI here, but let me show you something we put out which I think is a huge improvement for university assignments. This is "Intelligent Quiz", a feature on All Day TA (www.alldayta.com). Assignments now have tons of cheating + little feedback to us or the students. 1/9
The whole deal with All Day TA is "AI for university classes that is pedagogically-sensible, uses your language, and emphasizes your content only". What does that mean for assignments? Questions at level of your class, covering your learning goals, and giving students feedback the way you would. 2/6
Eight rules to regain trust in universities. All can be done today. They're absolutely not the core beliefs about the role of the university for some faculty right now, but are essential if we're to contribute to the trusted production and diffusion of knowledge. kevinbryanecon.com/trust.html
(Should have known there'd be a lot of "my God, this know-nothing teaches in a *business school*" on bsky. But I teach things like this: kevinbryanecon.com/Bryan-Progre.... Literally Engels, Ogburn, Latour on the syllabus! The 8 Rules are b/c I care about future of univs, not because I hate them.)
Eight rules to regain trust in universities. All can be done today. They're absolutely not the core beliefs about the role of the university for some faculty right now, but are essential if we're to contribute to the trusted production and diffusion of knowledge. kevinbryanecon.com/trust.html
Incredibly excited for my brand new class at Rotman this fall: Progress! Econ history + theory + history of thought + philosophy on why rare orgs at rare times in rare places accomplish new things. Trying to put rigor onto an idea that is very much in the air. kevinbryanecon.com/Bryan-Progre... 1/3
MIT license, so build your own adaptive papers on top! All tools (w/ Git links) at kevinbryanecon.com/tools.html - will discuss others soon. And if you want truly crazy AI for fall, check out my virtual TA alldayta.com - AWESOME adaptive question banks launch this month! 5/5
Cleaned up and updated my AI-driven text editor - controllable 'style' editing smart enough to ignore your LaTeX commands. Based on your red pen-editor preferences, your own complex style rules then use this simple UI to edit. www.youtube.com/watch?v=Z_Pj...