联想智库首次发布年度趋势，聚焦企业AI提出十大判断

Core Insights - The core viewpoint of the article is that by 2026, artificial intelligence (AI) technology will transition from "concept validation" to "deep integration into industries," with companies facing challenges in aligning AI with business strategies and organizational structures to achieve value creation rather than just efficiency improvement [1][3]. Group 1: AI Trends - The trends are based on observations from over a hundred experts in the AI field and indicate a fundamental upgrade in how companies apply AI, leading to ten major trends encompassing organizational development, business models, AI governance, and infrastructure [3]. - The ten trends include: 1. Transition from "+AI" to "AI+" with the emergence of AI-native companies [7]. 2. Shift from token-based payment for large models to payment based on the results of intelligent agents [8]. 3. "Model-computing efficiency" becoming the primary criterion for selecting and applying large models [8]. 4. "AI-Ready" becoming the new standard for enterprise knowledge governance [9]. 5. AI governance evolving from passive response to proactive construction [11]. 6. Explosion in enterprise reasoning demand, accelerating the deployment of AI factories [12]. 7. Integration of software and hardware to drive a revolution in computing efficiency [13]. 8. Collaboration between computing and energy to reduce the total cost of AI ownership [14]. 9. "Robot as a Service" (RaaS) marking the first step in the physical AI rollout [15]. 10. Domestic innovation and open-source driving new momentum for AI in Chinese enterprises [16]. Group 2: Lenovo's AI Strategy - Lenovo's AI factory, launched at the end of last year, provides a standardized full-stack AI solution, transforming complex and isolated AI development tasks into a modern "AI production line" [4]. - Lenovo's foresight in AI began in 2017, and by 2023, it proposed a hybrid AI strategy focusing on both personal and enterprise AI, achieving significant business growth driven by AI [3][4].