Vision-in-the-Loop: When the AI Rewrites Its Own Prompts from the Generated Frame

How I closed the prompt-review-rewrite loop on an AI video ad platform by letting a vision model inspect each generated frame and rewrite scene prompts with targeted fixes — plus motion-transfer defaults and avatar persona anchoring.