Marcus Held

Motion designer and video pipeline engineer based in Los Angeles. Spent five years at Frame.io building review and approval workflows for post-production studios before going independent in 2023. He now consults for mid-sized production companies integrating AI avatar tools into their existing post-production stacks. He started writing about AI video generation after running a six-month benchmark comparing lip-sync accuracy across seven tools.

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