To adapt a large and timely blog catalogue of listicles, we generated the script with Claude and voiceover using InvideoAI.
This exercise revealed that no format concept—however repeatable and automated—was truly turnkey, and that video is truly the most challenging medium for human retention.
Scalable AI workflows are effective for initial script parsing and rough framing, but high-performing visual media requires human editorial oversight to align visual context with audience intent.
