为什么40%的智能体项目难逃废弃？8位一线专家教你构建高质量、鲁棒的AI Agent

Core Insights - The article emphasizes the importance of understanding that intelligent agents are not a one-size-fits-all solution but require a long-term, systematic engineering approach [2][3] - McKinsey's research on 50 real projects indicates that companies often fall into similar traps when developing intelligent agents, such as over-reliance on single-point demos and neglecting engineering and governance [2] - Gartner predicts that by 2027, over 40% of Agentic AI projects will be abandoned due to imbalances in cost, value, and engineering implementation [2] Event Overview - The 2025 Global Machine Learning Technology Conference will feature a special topic on "Intelligent Agent Engineering and Practice," gathering top scholars and industry practitioners to address core pain points in the implementation of intelligent agents [3][6] - The conference will include notable speakers such as former OpenAI researcher Wu Yi and algorithm scientists from various leading tech companies, sharing their latest research and practical experiences in the field of intelligent agents [6][28] - The event aims to provide attendees with a comprehensive understanding of the engineering methods and practical experiences related to intelligent agents in the era of large models [6][28] Registration and Participation - The registration for the conference is closing soon, emphasizing the urgency for interested participants to secure their spots [28][29] - The conference has become an annual gathering for thousands of AI professionals since its inception in 2017, highlighting its significance in the AI community [28]