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User actions and system behavior

These diagrams connect UI actions to internal processing. Before reading the implementation, use them to see where users wait and what lets them continue.

Make a video ready for questions

After upload, users still wait for transcription and search preparation. Distinguish upload failures from processing failures in the UI.

Answer a question

Some questions can be answered using metadata alone. Questions about lesson content refer to subtitles. See prompt design for tools and limits.

How study mode differs

In addition to answering open questions, study mode uses PLOG concepts, prerequisites, questions, and hints. Video processing completion and learning-graph readiness are separate states.

Related: Video states, PLOG and study mode, Flow by responsibility.