2,000 videos. One posting slot per day. This is the new creator problem nobody warned us about.
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You'd think a giant catalog is leverage. It is. It's also paralysis.
Every morning you stare at 2,000 options and 24 hours and one slot, and the question isn't "what should I make" but "what should I ship."
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My fix: I built a custom GPT that ingests the catalog, tags by character, camera style, and vibe, and every morning hands me 5–10 candidates for the day.
The AI does the sorting. I keep the taste.
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Some days I trust the list and ship. Some days I look at it, grab water, and post a new one I just made instead.
The gut still wins about a third of the time. The other two thirds the AI is right.
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The lesson: the new creator skill is not making more. It's choosing better.
A recommendation layer on top of your catalog is now as important as the camera.
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2,000 videos. One slot. The AI shortlists. The human ships. That's the loop.
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