华为NCE-数据通信领域总裁王辉：AI落地应用的新阶段

Core Insights - The article discusses the transformative impact of artificial intelligence (AI) on various industries, highlighting China's dual advantages as a large-scale application testing ground and a leader in chip breakthroughs and algorithm openness [4][9]. - The World Artificial Intelligence Conference (WAIC 2025) emphasized that AI has evolved from being an "industrial variable" to a "civilizational constant," showcasing its integration into everyday business operations [4][9]. Industry Trends - A significant trend observed at WAIC is the deep integration of AI into the ToB (business-to-business) sector, with applications now actively utilized in production lines and educational settings [9][10]. - AI's role as a productivity tool has become evident, with its applications ranging from robotics in manufacturing to AI-assisted teaching in schools [9][10]. Network and AI Interplay - AI is fundamentally changing the networking industry, with over 80% of global cyberattacks being AI-driven, necessitating the integration of AI technologies to enhance network security and efficiency [11][12]. - The relationship between AI and networking is reciprocal; while AI transforms network operations, robust networks are essential for the effective training and deployment of AI models [13][14]. Accuracy Challenges - The accuracy of AI in industrial applications remains a critical challenge, particularly in sectors like healthcare and autonomous driving, where errors can have severe consequences [17][18]. - Achieving high accuracy in AI applications is complex, with the last percentage points being the hardest to attain, highlighting the importance of specialized models in specific industries [19][20]. Future Expectations - The focus is shifting from merely achieving high technical scores in AI models to generating tangible commercial value, indicating a maturation of the AI industry [20][21]. - Future WAIC events are expected to further facilitate deep interactions among various industries, promoting the practical application of AI across diverse sectors [21].