Group 1 - The core idea of the article is the introduction of ViMax, an AI framework that automates the entire video production process, allowing anyone to create videos without needing extensive skills or equipment [2][3] - ViMax represents a significant shift in AI video production from "fragment generation" to "systematic creation," indicating a fundamental change in creative processes [3] Group 2 - The framework utilizes a multi-agent collaboration model, where different AI agents handle specific tasks such as screenwriting, shot planning, visual asset creation, quality assessment, and overall coordination [9][10][11][12][13] - ViMax employs a recursive narrative decomposition strategy to manage the complexity of long video storytelling, breaking down scripts into manageable units while maintaining logical coherence and emotional continuity [15][16] Group 3 - To address visual consistency across shots, ViMax implements a graph-based tracking mechanism that identifies and maintains dependencies among visual elements, ensuring coherent character and scene representation [19][20] - The system also introduces a transition video generation technique to maintain spatial geometric consistency when capturing multiple angles of the same scene [21] Group 4 - ViMax's quality control mechanism involves generating multiple versions of content and using a visual language model for evaluation, ensuring high-quality outputs through iterative refinement [24][25] - The framework is designed to be adaptable, with future enhancements expected in computational efficiency, interactive editing capabilities, cultural diversity support, and audio production integration [29]