Core Viewpoint - The AI large model battlefield has concluded with a few winners, specifically Alibaba's Qianwen 3, DeepSeek, ByteDance's Doubao, and Tencent's Yuanbao, which are considered the first tier [1]. Industry Development - The current stage of AI development is comparable to the mobile internet in 2011, a period ripe for explosive application opportunities [2]. - Many current AI offerings are deemed "pseudo AI," as true AI integration into work and business has not yet occurred [2][6]. - The true integration of AI will be realized when it becomes an inherent part of work and life, rather than a buzzword [2][3]. Data as a Resource - The valuable "gold mine" in AI is data, as "no data, no AI" [7]. - Nvidia is viewed as a tool for enabling AI, while the large models represent the automated tools necessary for data extraction [8]. - The most valuable AI data is private data in vertical scenarios, particularly "dirty data" that has not been previously mined [10]. Company Outlook - Companies that have accumulated unique private data in their past work scenarios are favored for investment, as this data can be used to train smaller models to enhance customer experience and improve product offerings [12]. - It is estimated that 90% of current AI services are pseudo AI, merely adding an AI suffix to existing projects [13].