Teaching an LLM Tutor to Withhold the Answer
CS faculty colloquium. Two halves: what the literature says about whether withholding the answer helps anyone learn, and what broke when I built a tutor that does it. 64 slides.
How DSA Works
For CS faculty and engineers. The content pipeline, the ten-stage supervised turn, the learner model, and what it takes to run it: deploys, spend caps, data rights and tests that read the code. 40 slides.
Hints, Not Answers
For faculty, then administration, then other universities. What the tutor does for students and why, what instructors see, cost, privacy and integrity, and what we do not know yet. 26 slides.
Put Your Course on DSA
You bring the materials, I build the course, you review it. With CSS 430 Operating Systems as the worked example, and a section on what self-serve would take. 28 slides.
Meet DSA, Your Course Tutor
A ten-minute, course-neutral orientation for week 1: what it will and will not do, how to ask well, where to get more help, and your data. 14 slides.