AI agents are good at proposing creative decisions, but production video rendering needs a stricter contract. A prompt such as “make a fast product teaser” is useful for ideation and dangerously vague for execution. The render system still needs exac...

AI video agents often fail late. A prompt produces a plausible storyboard, the renderer starts, and only then do we discover an inaccessible asset, text that cannot fit, or a timeline whose scenes do not add up. Late failures waste compute and make a...