Resources
Articles
Insights, updates, and ideas from the team.
Article
Can AI really grade all that effectively?
More on AI grading research: where full automation already matches human graders, and how large language models lift novice evaluators to the proficiency of experts.
Article
No Educational AI Without Instructional Design
Bloom’s Taxonomy in Collage’s scaffolded assessments, and why calibration is the variable that actually matters.
Article
Designing with Cognitive Load Theory
Maximizing working memory capacity, structured right within the platform.
Article
The Collaborative Classroom
Redefining pedagogy with AI tutors — bridging the anxiety gap so every student can ask the questions they hold back in lectures.
Article
Redefining Faculty Professional Development in the AI Era
Why AI adoption succeeds when professional development centers the faculty who drive academic excellence.
