Chris Wasden, EdD · Professional in Residence, Finance

AI didn’t break teaching. It showed us what a finished file was never proving.

Design backward from what students must do on their own, and let AI help with everything on the way there.

AI-Proof Assignments is free for 3 redesigns a month. Email sign-in, no card. See all three products. Don’t paste student names, work or other personal information.

Chris Wasden

The crisis came first

AI didn’t create the problem. It made it impossible to ignore.

It was already broken.

A polished take-home file never proved who could do the work. It only proved that the work got done.

AI sped it up.

Grade the polished file, and you’re grading the AI.

Policing isn’t a plan.

Faculty spend their hours policing rather than teaching, and students spend theirs hiding what they are already doing. Redesign is the way out.

The call

Rethink. Restructure. Reauthor. Rebuild.

An AI policy pasted into a syllabus doesn’t change what a grade measures. The course itself has to be rebuilt, starting from what students must do on their own, and then working backward to every session and assignment.

MIT reached the same conclusion about its own courses this August:

“Every subject taught at MIT will likely need to be reexamined and potentially revamped to make sure that how students are being taught, what they’re learning, and how they’re assessed are ‘AI-aware.’”

MIT Ad Hoc Committee on AI Use in Teaching, Learning and Research Training, final report, August 13, 2026, §1.1, p. 3. Read the report

The proof

How I teach FIN 6150

No textbook. AI on every assignment. Using it is never cheating.

The 2×2 grid

I plot every graded item by two questions: was AI help allowed, and am I scoring the product or the student? Live in C to learn. Cash the grade in D to certify.

The grid →

The help fades

Full support early, shared in the middle, light late, then AI off. The questions are anchored in each student’s own work: “Your Energy segment collects in 70 days and Automotive in 12. Why?”

The scaffold →

Defend it live

Classmates score memos blind and write one hard question each. The team defends in a five-minute Q&A with AI off, then revises. The revision carries the points.

The defense →

The LLM council

Students ask three models the same question and compare the answers. Agreement between models is not evidence: three models agreeing is one source, counted three times.

The council →

The honest part: this way of teaching had a learning curve, and my students told me so. When I offered one section the same course, same points and same work without the AI tutors, all 11 students who answered chose to keep them (one section, so a small sample).

Are you a teacher? Do it yourself.

For teachers from K-12 through graduate school. Paste one assignment. AI-Proof gives back a version where AI coaches the practice and fades out, revisions earn the points, and the final checkpoint happens in class with AI off. You also get a rubric, plus a parent note for K-12 or a syllabus-ready AI statement for college courses.

Rebuilding a whole course? See AI-Proof Syllabus and Course with Agents.

3 free redesigns a month. Email sign-in, no card. Don’t paste student names, work or other personal information.

See a real redesign: an 8th-grade social studies essay →

Not ready yet?

Start Monday with a worksheet.

The three Monday moves from my talk and a blank 2×2 grid, on one printable page each. No special software needed: plot your own graded items and see where your course points sit.

See the worksheet

Stay in touch

Two ways to keep up

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One redesigned assignment, one technique and one tool each week, for K-12 teachers and college faculty. Practical things you can do on Monday.

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Coming January 2027

The Architect’s Brief

A monthly deep dive for higher-ed faculty and leaders: what I am doing with my own courses, why, and how, so you can rebuild yours. Published on my Substack.

Follow on Substack →

Talks

  • Upcoming · How I Teach FIN 6150 · Woodbury School of Business · October 30, 2026
  • Measured Against MIT · FEA 2026, Session 3.4 · October 1, 2026
  • The 17-Year Gap: Innovation in the Shadow of OBBBA · Utah HIMSS 2026 keynote, Ogden · April 24, 2026

Talks & research → · Bring Chris to your event →