| Your role in the edit | Manual editing: make every cut, every timing decision, every caption placement manually | Autopilot editing: write the brief, review the output, adjust the brief if needed |
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| Time per video | Manual: 1-4 hours actively editing per video | Autopilot: 5-10 minutes briefing + 15-20 minutes automated processing + 10-15 minutes review |
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| Scalability | Manual: scales linearly — more videos = proportional more editing time | Autopilot: scales sublinearly — more videos adds processing time, not proportional human time |
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| Consistency | Manual: quality varies by editor state, attention, and time available | Autopilot: consistent quality from consistent briefs — deterministic output from same prompt |
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