人工智能技术加速迭代,把握其全球发展态势对技术创新与产业布局具有重要意义。本文基于全球人工智能专利数据,从宏观态势、前沿方向及新兴应用场景等维度开展计量分析。研究发现,全球人工智能专利自2013年起进入快速增长阶段,中国专利规模位居首位,美国在高壁垒垂直领域仍具优势;算法优化、模型轻量化与多模态融合构成当前主要前沿方向;元宇宙、低空经济与绿色低碳等应用场景近年显著升温。研究表明,全球人工智能创新正由规模扩张转向效能优化与场景驱动。
The rapid advancement of artificial intelligence technology makes it crucial to understand its global
development trends for technological innovation and industrial planning. Utilizing global AI patent data, this study
performs a quantitative analysis across three dimensions: macro-trends, frontier research directions, and emerging
application scenarios. Findings indicate that global AI patenting entered a phase of exponential growth in 2013; while
China leads in total patent volume, the United States maintains a competitive edge in high-barrier vertical domains.
Currently, algorithm optimization, model lightweighting, and multimodal fusion constitute the primary technological
frontiers. Furthermore, application scenarios such as the Metaverse, the low-altitude economy, and green/low-carbon
initiatives have gained significant momentum recently. Research indicates that global AI innovation is transitioning
from scale expansion to efficiency optimization and scenario-driven development.