Course Launch and Working Effectively with AI

ECE 57000 — August 26, 2026

David I. Inouye

Monday established why the course is changing

  • AI has made producing code, prose, and prototypes dramatically cheaper.
  • Polished artifacts no longer reliably reveal effort, learning, or judgment.
  • The valuable skill moves upstream: principles, technical intuition, discernment, and value.
  • Methods remain important—but as vehicles for understanding durable ideas.

The redesign separates learning from effective doing

OralScale quizzes

  • Make current understanding observable
  • Require unassisted explanation
  • Turn attempts and feedback into practice

AI Product

  • Make stakeholder value observable
  • Require evidence and revision
  • Test judgment in consequential work

Several details are now clearer than they were Monday

  • Oral quizzes now have a defined multi-question, retake, and support flow.
  • AI Products remain individual and standalone even when students share stakeholders.
  • The real- and virtual-stakeholder paths have the same course-grade eligibility.
  • Dynamic topic decks and frozen class-day slides are both available on the course website.
  • Course material stated or explained in lecture—even when it does not appear on a slide—is fair game for quizzes and exams.

Open study groups need one shared directory and one contact

  • Use one editable Piazza post as the class study-group directory.
  • Every listed group must welcome any student in the course.
  • Each listing names:
    • recurring time, place or online link, and focus;
    • one designated coordinator and Purdue email; and
    • whether the meeting details have changed.
  • The coordinator keeps a contact list of everyone who has attended.
  • If the time, place, or link changes, the coordinator notifies everyone on that list before the meeting.
  • The coordinator manages logistics—not membership or access.

OralScale makes quizzes repeatable practice

  • Open the release post on Piazza. Gradescope controls due dates and submission.
  • Quiz 0: ungraded practice, five questions, one continuous recording.
  • Graded quizzes: five questions, one continuous recording.
  • Retakes draw fresh questions.
  • Complete an attempt to retake immediately. Abandoned attempts wait about five minutes.

The AI Product now has clearer paths and submission support

  • Build a small, credible product whose primary use case materially depends on AI.
  • Create and test a stakeholder value claim; complexity and feature count are not the goal.
  • Choose either the encouraged real-stakeholder path or the full-credit virtual path.
  • Shared stakeholders are allowed; every student’s product and evidence remain separate, and grades remain independent.
  • Milestone packages provide the exact structure, agent guidance, checker, and packager.

The AI Product documents are the current authority

  • Open the AI Product Student Guide
  • Open the current stakeholder agreement from the course website.
  • Open the Milestone 1 package and release instructions from Piazza.

What questions or concerns do you have about the AI Product?

  • Finding or sharing a stakeholder?
  • Choosing between the real and virtual paths?
  • Scoping something meaningful but feasible?
  • Understanding evidence, grading, privacy, or submission format?

We will finish the syllabus and schedule walkthrough

The syllabus is required reading. Quiz questions may assess syllabus content.