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What I've Learned in the Past Year Spent Building an AI Video Editor
Lessons from An Unexpected Year in AI
As a consolation, since I’d already done the tedious paperwork to form and qualify a company to accept government grants like the SBIR (via SAM.gov), most of the labor to create another proposal was already taken care of. It seemed the process of video creation itself had to be rethought, using the power and possibility of LLMs, multi-modal embeddings / search, and computer vision / diffusion models as a collaborator. By adding a weight or bias score to the songs previously in the top charts, I could help bootstrap an initial search system.
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