AI游戏，卡在“最后一公里”

Core Viewpoint - The gaming industry is undergoing a transformation with the integration of AI, which is now an essential part of game development rather than just a novelty [1][2]. Group 1: AI's Role in Game Development - AI is being utilized as a productivity tool to reduce costs and improve efficiency in game development [1]. - AI is also acting as an experience engine, fundamentally reshaping game mechanics and narratives, allowing for dynamic interactions with NPCs [1][2]. - The potential of AI in gaming is limited if it only focuses on cost reduction; it must enhance revenue and user engagement to be meaningful [2]. Group 2: Technical Challenges - The current limitations of foundational models hinder the creation of AI-driven games that maintain traditional gameplay quality [2][3]. - Issues such as long-term memory for intelligent NPCs and the complexity of knowledge storage remain unresolved, posing significant technical challenges [2][3]. - The generality and controllability of large models are still inadequate, making it difficult for game developers to achieve optimal interactive experiences [3]. Group 3: Industry Innovations and Future Prospects - Developers are encouraged to experiment with AI models early to understand their capabilities and limitations, which can inform future developments [3]. - An example of innovation in the industry is the experimental AI game "Whispers From The Star," which features real-time multimodal dialogue, showcasing the potential for deeper player interaction [3]. - The future may see a shift towards dynamic game worlds, akin to "Westworld," as AI technology reaches a critical point [4].