The landscape of content creation is undergoing a dramatic transformation, fueled by the rapid advancement of automated video production technologies. No longer solely the domain of skilled filmmakers and editors, crafting compelling visual narratives is becoming increasingly accessible to anyone with a concept. From simple explainers and promotion