Group 1 - The core viewpoint of the report indicates that from 2023 to 2025, AI software applications will enter the "L3 cognitive intelligent agent" era, characterized by the integration of large-scale pre-trained models and deep domain knowledge, transforming industries' competitive landscape [1] - Cognitive intelligent agents have penetrated core value chains in enterprise operations, with examples such as Tencent Cloud's platform enhancing code writing efficiency by up to 40%, JD's supply chain agent enabling dynamic optimization decisions, and 360's security agent improving threat detection accuracy by 20% [3][4] - The report suggests that this shift redefines competitive dimensions among enterprises, where those with advanced AI cognitive capabilities will establish new barriers in product innovation, customer service, and operational efficiency [4] Group 2 - The transition to L3 cognitive agents is seen as a critical differentiator between industry leaders and followers, with the ability to deeply integrate intelligent agents into organizational and business processes being a key metric [4] - The next two years are identified as a golden window for industries to build their own "cognitive intelligence" moats, emphasizing the urgency for companies to adapt and innovate [4]