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Insights on autonomous video editing and the future of AI-driven production.

April 27, 2026·ai-video

Video Models Are Infrastructure. Multi-Agent Systems Are the Product.

The AI video conversation is stuck on which model is best. The real product lives one layer up, in the multi-agent systems that orchestrate models and reasoning into finished work.

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April 28, 2026·seo

The Autonomy Ratio: A Better Way to Evaluate AI Video Tools

Shot-quality benchmarks tell you which model produces a prettier clip. They don't tell you whether the tool can finish a project. The autonomy ratio does, by counting both the creative decisions a user keeps and the execution clicks the system absorbs.

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