

Breakout Learning hosted a community coffee chat around the role of Grading and AI, and sharing the results of our grading survey.
Thank you to our wonderful professors yesterday, diving into the latest on how AI could reshape grading. Here’s what our community wanted to investigate:
- Fairer, Faster Feedback: AI could reduce bias and give timely feedback that actually motivates students—helping them learn, not just score points.
- From Grading to Growing: How can AI make grading less about facts and more about real learning, emphasizing effort, participation, and understanding?
- Curves and Institutional Grading Models: Many universities have requirements around forced curves or particular grading models – how can AI grading conform to this? And what can it offer in addition to this that may be more comprehensive?
- Transparent yet Customizable: For AI grading to be effective, its basis for grades needs to be transparent, and professors need to be able to adjust AI’s grading to accommodate additional factors.
We’re all about improving our product, and feedback from professors is invaluable. If you want updates when our product is updated, sign up for our product updates direct to your inbox!
Subscribe to our Quarterly Product Updates
Head of Operations at Breakout Learning / MBA / BEng / PSM / Lean Six Sigma Black Belt
Up next


No More Late Night Grading. Our New Product Updates Have You Covered!
Imagine a classroom where group discussions don’t spiral into chaos, grading doesn’t steal your evenings, and students walk away with genuine insights—not just another letter grade. That’s what we’re building at Breakout.

Introducing the Latest Product Updates
Updated student session results, start dates for assignments, and improved interaction with exhibits to enhance the student and instructor experience.