How we designed Continuum — an AI tutor that remembers students, adapts its teaching strategy, and improves over time

Most AI tutors are good at answering questions. Very few are good at remembering the student.

That gap became the core idea behind Continuum, the project we built for a hackathon. We didn’t want another tutor that starts from...