On the horizon

1. Start with a student task: find, understand, and submit an assignment.
2. Review headings, meaningful links, image descriptions, contrast, and document structure.
3. Demonstrate a keyboard walkthrough and discuss what automated checks miss.
4. Compare media options, captions, and useful text alternatives.
5. Repair a sample module, then identify the next human review.

Takeaway: A before-and-after course page and a practical review checklist.

1. Define what students should be able to do.
2. Choose evidence of learning before selecting content.
3. Create a start-here page and a repeatable weekly sequence.
4. Write assignment directions, time estimates, and a visible completion path.
5. Peer-review one module using selected OSCQR design criteria.

Takeaway: A one-week course blueprint and module template.

1. Separate planning assistance from student-facing activities.
2. Draft examples, practice questions, and alternative explanations using invented course scenarios.
3. Check outputs for errors, bias, missing context, and accessibility.
4. Set clear disclosure expectations and protect student information.
5. Redesign one activity with instructor review and an equivalent alternative.

Takeaway: An activity brief with review steps, disclosure language, and an alternative route.

1. Distinguish a learning game from a reward system.
2. Match meaningful decisions to a course outcome.
3. Build feedback, replay, and productive failure into the activity.
4. Offer accessible participation routes without making speed the learning objective.
5. Play a paper prototype, debrief the choices, and plan evidence of learning.

Takeaway: A playable scenario, debrief prompts, and a simple assessment rubric.

1. Compare praise, evaluation, and actionable feedback.
2. Use a rubric to connect comments to the task.
3. Plan a sustainable response schedule and welcoming weekly communication.
4. Gather midcourse student feedback and close the loop with a specific response.
5. Practice a difficult feedback conversation using a fictional submission.

Takeaway: A feedback phrase bank and a midcourse listening-and-response plan.

1. Walk through the same task in two contrasting course layouts.
2. Standardize names, locations, due-date patterns, and weekly checklists.
3. Preserve variety in learning activities within a predictable structure.
4. Identify accessibility and mobile navigation barriers.
5. Use student feedback and participation patterns to assess the design rather than assume an effect.

Takeaway: A course consistency checklist and a small evaluation plan.

1. Identify which thinking the assessment is intended to reveal.
2. Separate permitted assistance from work students must demonstrate.
3. Add checkpoints, rationale, revision, and short reflection.
4. Compare access and workload implications of alternative formats.
5. Review an assignment and its rubric together.

Takeaway: A revised assignment with process evidence and transparent AI expectations.

1. Introduce Artex and the scope of a bounded research question.
2. Show the distinction between collected sources and generated notes.
3. Walk through researcher, reviewer, and librarian roles.
4. Examine a rejected or uncertain claim and document the correction.
5. Discuss local operation, external connections, and the limits of automated review.

Takeaway: A source-review worksheet and a documented human approval step.