乐业社会的每一个生活场景，都对应着一片广阔的商业蓝海。 我们正身处一场堪比地理大航海的文明跃迁。十五世纪人类驾驶帆船打破大陆隔绝，今天我们驾驶由人工智能驱动的方舟驶向未知海域。新大航海时代，生 产逻辑、个体价值与宏观格局正深刻重构。 2025年12月，盘古智库新大航海时代公益课题组发布报告《从就业走向乐业：AI时代就业认知变革》指出：以人工智能为核心的技术革命推动生产力跃升 的同时深度重塑生产关系，冲击就业格局。机器工作时长将显著增加，人类工作时间将显著减少，传统全职岗位将大幅萎缩。历史规律表明，生产力提升常 快于生产关系调整。若技术红利集中于少数人，而多数劳动者面临失业、收入下降、上升通道收窄，则可能引发深层利益失衡，危及社会长期稳定。技术进 步不应是少数人的盛宴、多数人的挑战，而应成为每位劳动者实现有价值、有意义、有尊严工作的契机。因此，我们提出"从就业到乐业"的破局之道：顺应 人工智能驱动的生产力跃迁，重新定义工作的意义，构建包容性更强、适应性更高的制度体系，从追求人人有岗的生存保障，转向实现人人乐业的发展愿 景，从"生存驱动型"的就业社会，迈向"意义建构型"的乐业社会。 本报告对"乐业社会生活场景解构 ...

Core Insights - The article discusses a significant transformation in society driven by AI, likening it to the Age of Exploration, emphasizing a deep restructuring of production logic, individual value, and social structure [1] Group 1: Impact of AI on Employment - Since the advent of ChatGPT, AI has transitioned from laboratories to various sectors, reshaping work methods for individuals [1] - The benefits of this technological revolution are unevenly distributed, with top talents and high-skilled groups gaining opportunities, while middle-skilled jobs face significant threats from automation [1] - Low-income and low-skilled groups are at risk of falling into a vicious cycle of skill disconnection and income decline due to a lack of digital literacy and training resources [1] Group 2: Phases of Labor Market Transformation - The transformation of the labor market due to AI can be divided into three phases: - Short-term (1-5 years): Companies adopt automation and AI tools, leading to a slowdown in low-skilled job recruitment [2] - Mid-term (5-25 years): AI becomes deeply integrated into core business functions, resulting in large-scale restructuring of middle-skilled jobs and a global "job transition wave" [2] - Long-term (25 years and beyond): A stable new employment structure emerges, with a shift in how individual value is measured, focusing on problem-solving and creativity rather than task completion [2] Group 3: Future Employment Structure - By 2050, society is expected to reach a new stage of balance between productivity and production relations, but risks exist during this transition [3] - The concept of "employment" is evolving from a survival contract to a focus on "joyful work," emphasizing personal fulfillment and self-realization in a post-material abundance society [3] Group 4: New Social Structure in a Joyful Work Society - In a joyful work society, the division of labor will be highly differentiated, with a small number of individuals engaged in breakthrough innovations, while most will participate in non-economic activities that promote personal interests and social engagement [4] - This structure aims to liberate individuals from being mere executors of tasks, allowing them to become creators and contributors to culture and society [4] Group 5: Support Mechanisms for Transition - The transition relies on three main supports: - A leap in productivity through AI and robotics, freeing human time for creativity and meaningful pursuits [5] - Optimizing secondary distribution via tax reforms to ensure basic welfare and security for all individuals [6] - Strengthening tertiary distribution by encouraging wealthy individuals to invest in systemic social changes, shifting societal values from wealth accumulation to public value creation [6] - Overall, AI is expected to significantly reduce human working hours, leading to a systemic decline in traditional full-time jobs, necessitating a shift in mindset from survival to development strategies [6]

Core Insights - The article emphasizes the need for governments, businesses, and individuals to shift from a survival-oriented mindset focused on "employment" to a development-oriented strategy centered on "creating meaningful work" in the context of the AI-driven technological revolution [1][12]. Group 1: Impact of AI on Employment - AI is reshaping employment through a complex interplay of replacement, enhancement, and creation, with generative AI expected to replace up to 30% of work hours in the U.S. by 2030 [3][4]. - The World Economic Forum predicts that between 2025 and 2030, digital tools will eliminate 9 million jobs, while AI and data processing will cut another 9 million positions, with a net loss of 5 million jobs due to robotics and autonomous systems [3]. - High-skill professionals in STEM, management, law, and healthcare are less likely to be replaced by AI and may even see increased opportunities due to enhanced efficiency [5][6]. Group 2: Job Market Dynamics - Middle-skill jobs, such as clerical and customer service roles, are most vulnerable to AI replacement, leading to significant job restructuring [6][7]. - Low-income and low-skill workers are particularly at risk, lacking the resources and skills to adapt to the changes brought by AI, which could lead to a cycle of skill disconnection and income decline [7][8]. Group 3: Phases of Labor Market Transformation - The transformation of the labor market due to AI will occur in three phases: short-term adjustments (1-5 years), mid-term restructuring (5-25 years), and long-term ecological rebalancing (25 years and beyond) [8][9]. - In the short term, efficiency gains will be realized with minimal job loss, while the mid-term will see significant job transformations, with an estimated 30% of jobs undergoing major changes by 2030 [8][9]. Group 4: Vision for a "Joyful Work" Society - The concept of a "joyful work" society is proposed, where work is not merely a means of survival but a source of meaning and fulfillment, supported by a robust productivity base and equitable distribution mechanisms [12][13]. - The future labor structure will be highly differentiated, with a small number of individuals engaged in innovative tasks, while the majority may engage in non-economic pursuits, supported by technological advancements [13][14]. Group 5: Redistribution Mechanisms - Optimizing secondary distribution through tax reforms and establishing an "AI dividend tax" is suggested to ensure that the benefits of technological advancements are shared across society [15][16]. - Strengthening tertiary distribution is also emphasized, encouraging wealthy individuals to contribute to societal welfare, thereby recalibrating social values from wealth accumulation to public contribution [16][17].