人工最高节省90%，AI制作游戏被批“没有灵魂”

Core Viewpoint - The article discusses the significant impact of AI on the gaming industry, particularly in enhancing development efficiency and changing production methods. It highlights the ongoing exploration of AI tools that can streamline game creation processes, potentially reducing the time and cost involved in game development [3][4][5]. Group 1: AI's Impact on Game Development Efficiency - AI tools can save approximately 70% to 80% of the workload in game development, especially in art asset processing, with animation and modeling being the most labor-intensive areas [5]. - The use of AI in animation can reduce the time required for tasks such as skinning from 1.5 to 3.5 days to just 1 to 3 hours, achieving a labor saving of 70% to 90% [5]. - AI can also automate the generation of smooth animations from keyframes, increasing efficiency by 3 to 5 times compared to traditional methods [5][6]. Group 2: Adoption and Implementation of AI Tools - Tencent has reported a 40% reduction in character animation production cycles due to AI tools, with some projects reducing prototype validation time from 2 weeks to 3 days [6]. - Over 50 external companies, including major players in the gaming industry, are currently utilizing Tencent's AI tools, which are also being tested by companies in Japan, South Korea, and Europe [6]. - AI tools are particularly beneficial for small to medium-sized teams, allowing them to achieve results that previously required larger teams [11]. Group 3: Cost Reduction and Production Quality - AI can significantly lower production costs; for example, in high-quality 3D games like "Black Myth: Wukong," AI tools can handle 20% to 30% of secondary resources, potentially saving millions in production costs [7]. - The cost of using AI tools is relatively low compared to human labor, making them an attractive option for game developers [7]. Group 4: Industry Perspectives on AI - There are mixed opinions within the industry regarding AI's ability to replace human creativity, with some believing that AI lacks the "soul" necessary for compelling game design [8][10]. - However, some industry professionals have begun to recognize the potential of AI to enhance creativity and provide new avenues for game development [10][11]. Group 5: Future of Game Development with AI - The integration of AI tools is expected to evolve the game development pipeline without completely disrupting existing workflows [12]. - New technologies, such as Google's interactive world models, are emerging, which could further enhance game development processes by allowing for quicker and more effective communication of game concepts [13][14]. - The future may see a convergence of different AI paths, leading to unique workflows in game development over the next few years [14].