I edit long-form video the way a human editor should, with pacing judgment, narrative structure, and an eye for what keeps a viewer watching past the 30-second drop-off — and I use AI tools to get there faster, not to replace the thinking. AI handles the repetitive grunt work (rough cuts, transcription, B-roll sourcing, auto-captioning); I handle the storytelling, retention pacing, sound design, and final polish that actually make a video watchable.