Student Profiles: AI that doesn't treat every student the same

Canvascope already understood your courses: lectures, PDFs, assignments, deadlines, and study schedules. What it didn't understand was the student behind them. Student Profiles close that gap.

Canvascope now adapts to your major, your academic goals, and how you like to learn, across every AI feature. Course Brain can explain the same concept differently for a pre-med biology student than for a CS major. Smart Planner can build schedules around your real course load. Chat can tailor help to the way you actually study.

We built it around two principles. Privacy first: profiles are editable, deletable, and fully under the student's control. Efficient by design: personalization is handled separately from course context, which preserves prompt caching and keeps costs down without sacrificing quality.

There's a lot more to build here, but it's a big step toward making AI feel less generic and more personal.