Canvascope doesn't just search anymore. It predicts.

Students don't search randomly. We follow routines. Every Friday I'm working on the same lab.

So we taught Canvascope to anticipate. When you open it now, it suggests what you're probably looking for based on patterns like the time of week and your coursework. For me, that Friday lab is already there before I type a single character.

No digging through modules. No clicking through tabs. No trying to remember where one file is buried. Just open, and it's there. This is the direction I care about most: tools that don't only respond to input, but anticipate it. Less searching, more doing.