Three concepts for intermittent, continuous, and proactive human–AI interaction in video-based learning.

01 · Intermittent

Learner-initiated.

The AI is silent until you call on it — through chat, or by snapping a region of the video to ask about.

Open prototype

02 · Continuous

Continuously available.

Glossary, highlights, and questions accumulate ambiently in side panels as the video plays. You sample what you want.

Open prototype

03 · Proactive

System-initiated.

Keyword popups, on-frame overlays, and pop quizzes interrupt at chosen learning moments. You can override; the system pushes.

Open prototype

First load of each prototype may take ~30 seconds — services are on free-tier hosting and spin down after periods of inactivity. Subsequent navigation is instant.