从"手工作坊"变"现代工业" AI模型如何实现规模化量产？ 中新网济南10月23日电 (记者 夏宾)中国的"人工智能+"行动已经有了具体的时间表和路线图。据《国务 院关于深入实施"人工智能+"行动的意见》，到2027年，新一代智能终端、智能体等应用普及率超 70%；到2030年，新一代智能终端、智能体等应用普及率超90%。 面对上述目标，推动AI技术赋能千行百业，实现大规模落地应用成为关键，但这一过程仍有挑战。 浪潮集团执行总裁、总工程师，浪潮云董事长肖雪近日在济南接受中新网等媒体采访时称，常规的模型 训练模式正是这种"手工作坊"模式，这种模式从数据清洗、标注、特征工程到模型选择、训练与调优， 整个流程缺乏标准化的工序和自动化的工具链，导致开发周期漫长、资源消耗巨大，且模型质量难以保 证，严重制约了AI应用的快速迭代与跨场景复制。 "要大规模应用人工智能，必须标准化。"肖雪认为，集约是高效的最佳手段，标准化是必由之路。过去 的研发是"手工作坊"，靠编程人员个人能力建模型，不仅质量参差不齐、对人员要求高，还导致生产速 度慢。 为解决上述难题，浪潮人工智能模型工厂今年年初在济南完成实体化建设并正式投产，其目的在于 ...

Core Insights - The establishment of the first artificial intelligence model factory in China by Inspur represents a significant advancement in the industrialization of AI product production, showcasing improved efficiency, reduced costs, and shortened delivery times [1][2] Group 1: Factory Operations - The factory operates with over a thousand servers running 24/7, providing the necessary computational power for model production [1] - The production process involves nine units, 75 procedures, and 180 sets of tools, ensuring stable quality and efficiency [1] - A dedicated R&D team of nearly 100 people is responsible for real-time adjustments and optimizations during production [1] Group 2: Systematic Advantages - The success of the factory is attributed to a "systematic advantage" that combines hardware, software, and cloud computing services [2] - Historical technological advancements in the IT industry have shown that revolutionary progress comes from the collaborative evolution of multiple fields rather than isolated breakthroughs [2] - The factory aims for "intensification" in computational power, algorithms, manpower, and safety to serve as a foundational infrastructure for the AI industry [2] Group 3: Industry Applications - The factory's infrastructure allows for deep integration of technology across various industries, enhancing its ability to lead in transformative leaps [3] - Inspur has provided AI models to companies like Shandong Classic Printing, resulting in a nearly 20% increase in production efficiency and a 10% reduction in material waste [4] - The development of AI products for direct consumer use, including digital representations of individuals, highlights the factory's capability to meet emotional and practical needs through technology [4] Group 4: Future Developments - The AI model factory is part of a broader initiative within Inspur's computing service industrial park, which includes the growth of AI training facilities to enhance product offerings [4]