【环球网科技综合报道】 11月21日，由平安知鸟与《培训》杂志联合主办的"2025中国企业AI效能与人才培养白皮书发布会"在北京成功 举行，双方共同发布了《"智"变突围：破解组织AI提效与人才发展八大致命问题》白皮书（以下简称《白皮书》）。基于对570余家企业 的调研和50多位专家的深度访谈，白皮书为正迷茫于智能化转型深水区的企业，聚焦AI时代人才能力重构需求，提供了从顶层战略到基 层落地的人才发展落地指南。 本次发布会以"智绘引擎 效益跃升"为主题。会上，平安智慧城市党委书记、董事长兼CEO范若愚，《培训》杂志主编朱伟正，香港科技 大学（广州）公共政策与创新创业学域主任、教授蓝志勇，数算电产业融合（庆阳）研究院院长贾晶，平安知鸟解决方案及创新业务部 总经理、首席解决方案专家辛婷婷等出席并发表演讲，在共同描绘企业智能化转型"全景图"的同时，围绕人才培养与AI技术的深度融 合，以人才培养培育新质生产力等核心议题展开深入探讨，引发与会嘉宾的热烈反响。 AI 驱动组织破局，重构人才培养新范式 平安智慧城市党委书记、董事长兼CEO范若愚致辞时表示，当前正处于一个由AI驱动的"范式革命"时代，AI成为重塑组织竞争力、推 ...

图源 福建省消委会微信公众号 随着AI技术的普及，电商平台上AI展示商品的现象日益增多。AI模特穿AI衣服做AI直播......这些经过算法优化的商品或虚拟形象，以近乎完美的状态或场 景吸引消费者。然而，在AI展示背后可能隐藏着商品信息失真、消费者知情权受损等风险。11月14日，记者据福建省消委会微信公众号获悉，福建省消 委会提醒：警惕AI展示背后的真实落差。 比如混合展示陷阱——一些商家采用更为隐蔽的手段，将AI模特图与少量实拍图混杂在一起排列展示。消费者在浏览商品时，很容易误以为这些图片都 是实拍图。 再比如动态视频误导——AI生成的动态展示视频也存在问题。在视频中，AI人的动态、服装摆动幅度、配饰搭配效果等都可能通过算法进行优化，与实 际穿着效果存在显著差异。 福建省消委会提醒消费者要理性看待AI展示，应将AI展示视为一种"创意参考"，而非商品的真实呈现。在选购商品时，要重点关注商品描述中的材质、尺 寸等客观参数，对那些过度完美的展示保持警惕。此外，还应关注评论中的真实评价，警惕"刷单"好评等虚假信息。对于高额商品，建议消费者要求商家 通过视频通话的方式查看实物，确保自己购买的商品符合预期。 经营者应当 ...

Core Insights - The implementation of the "Negative List" for data exit management in Guangxi aims to facilitate cross-border data flow, contributing an estimated $11 trillion to global GDP by the end of 2025 [1][10] - The list specifically targets four industries: geographic information and meteorological data services, enterprise credit information services, cross-border e-commerce live streaming, and overseas audio-visual production and dissemination [1][6] Group 1: Data Management and Compliance - The "Negative List" provides a clear framework for data management, defining which data is considered important and ensuring that routine business data is not overly restricted [4][8] - The list allows for a significant increase in the volume of personal information that can be exported, particularly in the overseas audio-visual production sector, raising the limit from 1 million to over 2 million individuals [4][9] - The principle of "non-prohibition is permission" expands the scope for data exit, allowing companies to provide data abroad without prior approval as long as it is not on the negative list [5][10] Group 2: Industry Development and Opportunities - The new regulations are expected to enhance the competitiveness of Guangxi's cross-border e-commerce sector, addressing long-standing uncertainties regarding data compliance and export [2][3] - The implementation of the "Negative List" is seen as a significant step in promoting cross-border business activities, enabling companies to explore new markets and partnerships, particularly in ASEAN countries [7][10] - The policy changes are anticipated to create new business opportunities for companies in cross-border e-commerce, data analysis, and credit information services, facilitating a more integrated approach to international trade [9][10] Group 3: Infrastructure and Future Prospects - Guangxi is investing in digital infrastructure, including a "data highway" to enhance connectivity with ASEAN nations, which will support the efficient flow of data across borders [11][12] - The establishment of international data centers and cross-border data flow testing zones is part of Guangxi's strategy to build a robust framework for data exchange and cooperation with ASEAN countries [12]

Core Concept - The article focuses on the management of AI core marketing keyword libraries, aiming to help companies efficiently build, optimize, and apply keyword libraries using intelligent tools to enhance marketing precision and conversion efficiency [2][4]. AI Core Marketing Keyword Library - The AI core marketing keyword library is a marketing keyword management system built on artificial intelligence technology, which automatically collects, analyzes, and optimizes keyword data to help companies accurately target their audience [4][5]. - The system integrates various intelligent functions, such as one-click content generation and AI live streaming, enabling efficient management of keyword libraries [4][5]. Building and Optimizing Keyword Libraries - Key to building an efficient and precise AI core marketing keyword library is the systematic integration of data and intelligent analysis capabilities [5]. - The process involves multi-channel data collection, semantic analysis, and keyword mining based on various metrics like search volume and competition [5][6]. - Continuous updating mechanisms are essential to ensure the keyword library reflects the latest market demands and user behaviors [5][6]. Application in Marketing Activities - Effective application of the AI core marketing keyword library can directly enhance marketing effectiveness by optimizing advertising strategies and ensuring content matches user search intent [7][10]. - The one-click content generation tool allows for rapid production of customized marketing content, significantly shortening the creation cycle [7][10]. - Real-time monitoring of keyword performance enables dynamic adjustments to marketing resource allocation, improving conversion efficiency [7][11]. Case Studies and Practical Applications - A leading e-commerce company implemented an AI core marketing keyword library management system, resulting in a 30% increase in ad click-through rates and a 25% improvement in conversion efficiency [13]. - The integration of intelligent tools and continuous monitoring of key metrics like click rates and conversion efficiency drives data-driven decision-making, enhancing overall marketing strategies [13][15]. Future Trends - The evolution of AI core marketing keyword library management is expected to undergo significant changes with advancements in cross-modal semantic analysis technology, allowing for automatic keyword capture across various media [14]. - Predictive keyword library expansion features will proactively recommend high-potential emerging keyword combinations based on industry data and user behavior patterns [14].

Core Viewpoint - The article discusses the rise of various "AI scams" targeting individuals with limited understanding of AI, particularly in rural areas, highlighting the exploitation of information asymmetry by businesses [3][4][26]. Group 1: AI Scams and Their Impact - Many individuals, referred to as "AI novices," are falling victim to scams disguised as AI services, such as AI fortune-telling and AI live streaming [4][18]. - The phenomenon is exacerbated by the rapid influx of AI-related content on social media, leading to impulsive spending among those lacking critical information [28][30]. - Traditional money-making schemes are being repackaged with an AI label, making them more appealing to the public [25][26]. Group 2: Case Studies of AI Scams - A case study involves a woman named Li who spent 299 yuan on an AI fortune-telling service, believing it to be legitimate due to its presentation as a high-tech solution [4][20]. - Another example is a man named Da Ren, who invested thousands in AI live streaming training, convinced by the promises of high earnings from his AI mentor [6][11]. - Both cases illustrate how individuals are drawn into these schemes by the allure of AI and the perceived need to keep up with technological trends [13][17]. Group 3: Market Dynamics and Consumer Behavior - The article emphasizes the role of social media influencers in promoting AI-related scams, often using persuasive language to attract followers and potential customers [16][17]. - There is a significant gap in information and understanding among consumers, leading to a lack of skepticism towards these AI offerings [26][28]. - The article suggests that without effective regulation, the exploitation of consumers through AI scams will continue to grow, posing serious risks to vulnerable populations [28][29].