arXiv:2607.24589cs.AI2026-07

探讨人工智能如何塑造创新生态的演化路径与未来挑战

Artificial Intelligence and Innovation Ecosystem: Evolutionary Developments, Challenges, and Future Directions

论文配图:Artificial Intelligence and Innovation Ecosystem: Evolutionary Developments, Challenges, and Future Directions
图 1 · 摘自论文原文
  • 从物理、社会、思维三空间解析创新生态框架
  • 提出AI创新生态(AIIE)概念并验证其发展可行性
  • 分析AI在不同阶段的作用,揭示未来四大潜在挑战

创新生态(IE)为经济融合、协同进步和共享成果提供了新范式。人工智能(AI)显著加速了全球数字化、信息化和智能化进程。本文探讨AI如何利用自身特性影响创新生态的发展轨迹。首先,整合现有理论框架,将创新生态分解为物理、社会与思维三个维度的表现形式。其次,从空间视角引入人工智能创新生态(AIIE)概念,分析AI为创新生态带来的独特属性。随后,采用演化视角考察AI在AIIE不同发展阶段所发挥的作用。通过企业发展的案例,验证了AIIE定义的可行性、有效性和合理性,并从演化角度剖析其发展规律。最后,正视AI固有的局限性,从四个维度审视未来可能面临的挑战,旨在为AIIE的进一步研究开辟新方向。

原文摘要 · Abstract (English)

The development of the Innovative Ecosystem (IE) presents a new paradigm for economic integration, collaborative advancement, and shared achievements. The rise of Artificial Intelligence (AI) has significantly accelerated the global processes of digitization, informatization, and intelligence. Exploring how AI can leverage inherent characteristics to influence the development trajectory of IE is a topic that warrants further investigation. Given AI's increasing prominence and role within IE, the paper analyzes this new form, examining both AI's unique contributions to IE and its potential challenges. Firstly, the paper synthesizes the conceptual frameworks surrounding IE, decomposing them into manifestations in physical, social, and thinking spaces. Furthermore, the concept of Artificial Intelligence IE (AIIE) is introduced from a spatial perspective, with an exploration of the characteristics AI contributes to IE. Subsequently, the paper employs an evolutionary perspective to analyze the roles provided by AI during different development periods of AIIE. The paper then verifies the feasibility, effectiveness, and rationality of the AIIE's definition and analyzes AIIE development from an evolutionary perspective using enterprise development examples. Finally, acknowledging AI's inherent limitations, the paper examines potential challenges facing AIIE in the future from four perspectives, aiming to identify new research avenues for the further development of AIIE.

创新生态人工智能演化分析

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。