正视Claude冲击，接纳经济社会的变革之力

Core Viewpoint - The article emphasizes that AI is evolving from a mere tool to a collaborative partner in the workforce, fundamentally reshaping the information work market valued at $15 trillion, and necessitating a systemic reevaluation of the profound changes brought by AI [2]. Group 1: Impact of AI on Workforce - The introduction of AI Agents like Claude is not just about replacing human jobs but is fundamentally altering the underlying logic of the economy and society, requiring a re-examination of organizational structures and relationships [2][3]. - AI's capabilities, such as self-supervision, self-organization, and self-verification, allow it to independently complete tasks assigned by humans, marking a shift from AI as a responder to AI as a system deliverer [2][3]. Group 2: Economic and Social Structure Transformation - The emergence of AI Agents in the physical world will lead to a disruptive change in production organization, where accurate demand descriptions can result in complete system delivery by AI, thus flattening organizational structures and reducing costs [4]. - AI is not merely about job displacement; it liberates humans from tasks they are less skilled at, allowing them to focus on areas where they excel, thereby creating new possibilities for freedom and efficiency in work [4]. Group 3: Redefining AI's Role - There is a need to redefine AI beyond its traditional role as a tool, viewing it instead as a collaborative partner to unlock its full potential [4].