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Insights & Updates
Exploring AI in higher education, instructor productivity, and the future of course operations.
Nearly 40,000 Discussion Posts Later: A MyTA Case Study
Up to 19 sections, and the grading is done before she opens her laptop. Roughly two thousand hours of grading attention, drafted by MyTA and published on her schedule — reviewed by the toughest user it will ever meet.
Why Course Operations Is the Next Category in Higher Ed Tech
LMS platforms handle storage and delivery. But the operational work of running a course — discussions, compliance, communications — remains entirely manual. Here's why that's about to change.
The Instructor Time Audit: Where the Hours Actually Go
How much time does course operations really take? An honest estimate built from published workload research, instructor conversations, and arithmetic you can check yourself.
AI Teaching Assistants, Done Right: Draft-Review-Approve
The key to AI in higher education isn't full automation — it's the right level of human oversight. The Draft → Review → Approve pattern puts instructors in control.
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New articles on AI in higher education, instructor productivity, and course operations.