Marcus Held

Motion designer and video pipeline engineer based in Los Angeles. 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.