沙利文发布《2026年AI进阶与飞跃白皮书》
Frost & Sullivan Releases the "2026 AI Advancement and Leap White Paper"
大模型、智能体、多模态技术与算力基础设施持续迭代，推动全球人工智能产业由模型能力突破迈向规模化应用，2025年全球人工智能市场规模约为1.1万亿美元。中美在模型研发、企业集聚、资本投入和应用生态方面保持领先，产业重点转向算力效率、数据质量、工程化部署与商业价值提升。
中国已形成覆盖算力、数据、基础模型、开发平台、智能终端和行业应用的较完整体系。智能体正由问答、检索和内容生成，延伸至任务拆解、工具调用、跨系统执行与结果回写。互联网、金融、工业制造、消费零售和教育五类场景合计占中国大模型应用案例的73.3%，政务、医疗、能源、通信、物流及汽车出行等行业也在加快探索。
随着AI应用持续深入，企业关注重点逐步转向系统运行稳定性、持续优化能力及可量化的业务价值。异构算力调度、推理成本控制、智能体开发与行业流程融合将成为关键支撑。
Driven by continued advances in large language models, AI agents, multimodal technologies, and computing infrastructure, the global artificial intelligence industry is moving from model breakthroughs toward large-scale deployment. The global AI market reached approximately US$1.1 trillion in 2025. China and the United States continue to lead in model development, enterprise clustering, capital investment, and application ecosystems, while industry priorities are shifting toward computing efficiency, data quality, engineering deployment, and commercial value creation.
China has developed a relatively comprehensive AI ecosystem spanning computing power, data resources, foundation models, development platforms, intelligent devices, and industry applications. AI agents are evolving beyond question answering, information retrieval, and content generation toward task decomposition, tool invocation, cross-system execution, and result writeback. Internet services, financial services, industrial manufacturing, consumer retail, and education together account for 73.3% of China’s large language model application cases, while government services, healthcare, energy, telecommunications, logistics, and mobility are also accelerating adoption.
As AI applications continue to deepen, enterprises are placing greater emphasis on system stability, continuous optimization, and measurable business value. Heterogeneous computing orchestration, inference cost control, AI agent development, and integration with industry workflows will provide critical support.
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沙利文 袁先生
E-mail: oliver.yuan@frostchina.com
