Core Viewpoint - The article discusses the "Clear and Bright" initiative by China's Cyberspace Administration aimed at addressing algorithm-related issues such as the promotion of vulgar content, the creation of "information cocoons," and the polarization of viewpoints through algorithmic recommendations [1][2]. Group 1: Algorithm Governance - The initiative emphasizes the need for major platforms like Douyin and Xiaohongshu to optimize their recommendation algorithms to promote positive content, ensure user choice, enhance content diversity, and improve algorithm transparency [1][2]. - The goal is to transform algorithms from amplifiers of bias into tools for efficiency, thereby reducing user anxiety and fostering a healthier content platform ecosystem [1][3]. Group 2: Misunderstanding of Algorithms - There is a prevalent misunderstanding regarding algorithms, with many believing they only serve to reinforce users' existing preferences and viewpoints, leading to increased polarization and division [2][3]. - The article highlights that the creation of "information cocoons" is not solely a flaw of the algorithms but rather a complex issue influenced by various factors, including user behavior and data representation [2]. Group 3: User Participation and Collaboration - The resolution of "information cocoons" requires not only technological and policy interventions but also active user participation and collaborative efforts from society as a whole [3]. - The article suggests that rather than blaming algorithms for biases, there should be a focus on how to better utilize algorithms to meet human needs [3][4]. Group 4: Embracing Technology - The current situation calls for an open mindset towards technology while maintaining a rigorous and professional approach to its application, enabling innovation and transformation that benefits everyone [4].

文/张传文 超级平台用户规模扩大，商业属性不断强化，同时作为社会基础设施的角色和功能更加明显，算法治理 正在面临新的挑战。有一些专家甚至断言，未来平台将在其内部发挥着"准立法权"、"准司法权"和"准 行政权"，政府、研究机构或媒体难以全面掌握平台企业的用户状况和实际运行情况，其相关行动需要 平台企业给予积极配合才可能完成，实现"穿透式监管"或实质性监督方面存在现实困难。 信息茧房、观点极化……如何解决"困在算法里"，做到"算法向善"？ "清朗·网络平台算法典型问题治理"专项行动开展以来，针对网民反映强烈的算法推荐加热低俗信息、 加剧"信息茧房"、加重观点极化等问题风险，中央网信办督促指导重点平台对信息推荐算法功能进行持 续性和针对性优化，取得阶段性成果，如公开算法规则原理，开发"茧房评估""一键破茧"等功能。但算 法治理仍是一项长期性、系统性工程，需常态化巡查监督和持续优化，中央网信办正在努力探索多样 化"破茧"路径，做到切实维护网民合法权益。 技术在创新，监管创新步伐亦未停止。境内互联网信息服务算法备案信息公开发布，是监管部门在算法 治理领域迈出的重要一步，目前国家互联网信息办公室的公布数量已达数百条。平台 ...

Core Viewpoint - The article discusses the efforts of major online platforms in China to optimize their algorithm recommendation systems in response to government initiatives aimed at addressing issues such as the promotion of vulgar content, the exacerbation of "information cocoons," and the polarization of viewpoints [1][2]. Algorithm Transparency - Major platforms have taken steps to enhance algorithm transparency by publicly disclosing their operational rules and promoting user awareness [3]. - Douyin has established a "Safety and Trust Center" to explain its recommendation logic and governance outcomes [4]. - Weibo has improved the transparency of its trending search algorithms by publicizing ranking rules and data metrics [4]. - WeChat Video Account has utilized simple graphics and videos to inform users about its algorithm recommendations [4]. Breaking "Information Cocoons" - Platforms have introduced innovative features like "Cocoon Assessment" and "One-Click Break Cocoon" to help users mitigate the risks associated with "information cocoons" [5][6]. - Douyin has upgraded its "Usage Management Assistant" to visually present users' recent browsing content [6]. - Xiaohongshu has implemented features for content preference assessment and exploration of diverse recommendations [6]. - Kuaishou has enhanced its algorithm to promote positive and useful content [6]. Content Review Mechanism - Platforms are continuously improving their content review mechanisms to strengthen the promotion of positive content and prevent the recommendation of vulgar or harmful information [7][8]. - WeChat Video Account has refined its dual mechanism of "Friend Recommendations" and "Algorithm Recommendations" to better identify and eliminate inappropriate content [8]. - Douyin has introduced a verification mechanism for trending topics to prevent the spread of misleading or fabricated content [8]. User Empowerment - Platforms are optimizing features related to user interest management and content feedback to allow users to adjust their algorithmic recommendations [9]. - Kuaishou offers detailed interest preference management tools for users to customize content delivery [10]. - Weibo has provided various negative feedback options for users to express disinterest in certain content or creators [10]. - The government acknowledges that while progress has been made in algorithm governance, there are still gaps in functionality and content quality that need to be addressed [10].

今天（5月2 2日）1 0点，微信公众号"网信中国"发文称，中央网信办持续加强信息推荐算法治 理。 全文如下 ↓ ↓ "清朗·网络平台算法典型问题治理"专项行动开展以来，针对网民反映强烈的算法推荐加热低 俗信息、加剧"信息茧房"、加重观点极化等问题风险，中央网信办督促指导重点平台针对性 优化信息推荐算法功能、调整信息推荐算法规则。 重点平台积极响应，签署"算法向善"南宁宣言，完善算法推荐内容审核，开设专门网站、频 道或账号集中公开算法规则原理，开发上线"茧房评估" "一键破茧"等创新功能，完善用户兴 趣偏好管理服务，提升算法推荐内容多样性。 近 日 ， 抖 音 、 小 红 书 、 微 博 、 快 手 、 微 信 视 频 号 、 哔 哩 哔 哩 等 平 台 围 绕 正 能 量 内 容 加 权 推 荐、用户自主选择权保障、推荐内容多样性优化、提升算法透明度等核心环节，系统性优化 完善多项功能。 来 源 | 微信公众号"网信中国" 在完善推荐内容审核方面。不断健全推荐内容审核机制，加强正能量内容推送，防范算法推 荐低俗不良信息。微信视频号完善"好友推荐"和"算法推荐"双重机制，不断迭代升级识别打 击模型，严禁低俗恶 ...

5月20日，据"快手黑板报"消息，快手上线算法推荐系列优化功能，持续推进算法向上向善。 消息称，近期，快手平台已上线"信息茧房"自我评估、"一键破茧"两大个性化推荐优化功能，支持用户 使用平台系统功能了解个人推荐页内容类型分布情况，自主调节各类内容标签的推荐强度，通过个性化 调节丰富用户对内容的需求。 据了解，"信息茧房"自我评估功能是指根据用户的推荐页视频的内容类型、内容偏好、推荐强度分布， 以可视化形式呈现。 "一键破茧"功能是指根据用户偏好和使用特征，优化调整推荐内容类型、兴趣标签和推送强度，有效防 范"信息茧房"。用户可多维度进行评估，自主选择是否启用该功能。 据介绍，首先，用户自主操作打开快手App，点击左上角三道杠—选择常用功能中的"内容偏好"模块— 通过环状饼图即可快速查看自己的推荐页兴趣标签分布和内容类型情况，判断是否符合期望。 其次，用户在进行评估后，可以选择是否保持当前个性化推荐现状，或者新增更多内容类型标签加入到 自己的推荐页当中。 第三，滑动对应兴趣标签，可以依据个人喜好自主调整推荐页内容推送强度。同时，可点击"调解更多 内容"按钮，选择更多元的标签。 第四，为有助于用户自由控制个性化 ...

Core Viewpoint - The article discusses the challenges of finding common cultural texts in a fragmented media landscape, emphasizing the importance of shared artistic works for collective imagination and values [2][4][6]. Group 1: Reasons for Fragmentation - The phenomenon of fragmented cultural consumption is attributed to three main limitations: model limitations, scale limitations, and speed limitations [3]. - Model limitations arise from echo chamber effects and algorithmic recommendations that reinforce existing preferences, leading to cognitive closure [3]. - Scale limitations refer to the exponential growth of cultural production, making it impossible for individuals to engage with a significant portion of available content [3]. - Speed limitations highlight the accelerated cultural consumption cycles, where works quickly fade from popularity, reducing the likelihood of lasting cultural impact [3]. Group 2: Positive Aspects of Fragmentation - The diversification of artistic creation and dissemination is a result of advanced technology, allowing for a wider variety of content that resonates with individual tastes [4]. - This fragmentation fosters creativity and provides space for personalized expressions, contributing to the flourishing of various art forms [4]. Group 3: Strategies for Rebuilding Common Texts - To rebuild common cultural texts, a rich and vibrant cultural environment is essential, encouraging diverse and grassroots creative expressions [5]. - Engaging with technology is crucial for understanding the broader cultural landscape, as creativity increasingly intersects with technological advancements [5]. - Promoting cultural connections and understanding across different genres and forms can help bridge the gaps between isolated cultural "islands" [5]. Group 4: Future Directions - The focus should be on creating new classics that resonate with contemporary emotions while being rooted in cultural traditions [6]. - Educators play a vital role in facilitating connections and understanding among students, helping them explore a broader cultural world [6]. - The future of common texts may consist of a network of diverse works that create a shared emotional map, enriching the collective cultural experience [6].

Group 1 - The internet has the potential to expand knowledge but fails to enhance individual cognitive levels, leading to the formation of information cocoons that reinforce existing beliefs [3][4] - The current online environment is filled with opposing viewpoints, resulting in a breakdown of interpersonal relationships, as individuals struggle to understand each other's perspectives [4][5] - Many people are inclined to accept only those viewpoints that align with their own, which diminishes their ability to empathize and engage in constructive dialogue [6][10] Group 2 - High-traffic videos often reflect real societal issues, showcasing the existence of both irresponsible men and materialistic women, thus validating diverse perspectives [6][7] - The confusion between macro perspectives and micro interpersonal strategies leads individuals to misapply broad concepts to specific relationships, causing further misunderstandings [7][8] - Effective relationship management requires a balance of emotional understanding and rational analysis, emphasizing the need for tailored approaches to individual situations [8][9] Group 3 - Discussions around topics like bride price should be approached with mutual understanding and respect, rather than rigid expectations or societal pressures [9][10] - The internet should serve as a tool for broadening perspectives and enhancing cognitive abilities, rather than reinforcing biases and judgments [10]

Core Insights - The article discusses the rise of AI companions among young users, highlighting their emotional needs and the potential risks associated with virtual interactions [3][4][5] Market Overview - The market size for AI companions in China is projected to reach 38.7 billion yuan in 2024 and exceed 120 billion yuan by 2027, with a service coverage of 80 million people [3] - Approximately 65% of AI companion users are aged between 18-24, indicating that young people are the primary users of this market [3] User Motivations - Young users choose AI companions for various reasons, including alleviating loneliness, providing emotional support, and offering personalized experiences [4] - AI companions help address social anxiety and the desire for emotional connection, as many young individuals find it challenging to engage in real-life social interactions [4] Risks and Challenges - There are significant risks associated with AI companions, including data privacy concerns, the potential for creating echo chambers, and unrealistic expectations regarding human relationships [5][6] - Over-reliance on AI companions may lead to a distorted perception of real-life relationships and emotional connections [6][7] Governance and Mitigation Strategies - The article suggests implementing strict data protection measures and age verification for AI companion applications to mitigate risks [8] - It emphasizes the need for clear labeling of AI interactions as "non-real emotional relationships" to guide user expectations [9] - The development of assessment tools to evaluate dependency on AI companions and provide personalized interventions is recommended [9]

坚持以人民为中心的价值取向，是金融工作的出发点和落脚点。今年初，中国证监会主席吴清在调研投 资者教育基地中指出，"投资者是市场之本，保护投资者合法权益是证券监管的首要任务"。近年来，在 监管部门持续深入推动下，投教工作内容与形式不断创新，投教服务方式更加丰富，但投教的精准触达 率与长效影响力仍有提升空间。在一年一度的"5·15全国投资者保护宣传日"来临之际，南都湾财社推 出"对话投教护航人"系列报道，以深度展现行业机构在投教领域的创新实践、典型经验。 广东博众智能科技投资有限公司（以下简称"广东博众"）作为一家证券投资咨询机构，一直深耕在投教 一线。今年，该公司将人工智能技术引入投教工作，通过AI生成内容、算法推荐和智能投教助手，为 投资者提供个性化、智能化、陪伴式投教服务。AI投教有哪些优势和劣势？AI投教与人工投教如何协 同互补？如何平衡投教内容的专业性和传播性？围绕上述问题，近日，南都湾财社记者专访了广东博众 党支部书记兼分管投教负责人蔡永嘉。 广东博众党支部书记兼分管投教负责人蔡永嘉。受访者供图 总的来说，人工智能技术的跃迁，为投教行业带来了全新的机遇和变革。我们也将继续探索和深化人工 智能在投教领域 ...

技术进步日新月异，但人类的整活能力总在领先一步。 2025年至今简中互联网最火的流行语，一是"国运论"，这篇透过deepseek看未来的雄文，后来被证实是AI生 成的内容； 二是"手机爹又把我干哪来了"，表达一种下滑刷到陌生内容的诧异感，延伸出来还有大量表情包，甚至短视 频滤镜。 每一条火爆全网的内容下，都有一群仿佛走错房间的网友，拘谨又嚣张地带着"手机爹"的迷茫表情包，光速 加入互动：上一秒还在看中科院院士讲解黑洞合并，下一秒就被甲亢哥带着欣赏广场舞；刚看了两集《450 分钟深度解读红楼梦》，转头就迷失在修驴蹄子的白噪音中。 硅基大脑能俯仰古今畅聊国运，但将"手机"和"爹"排列组合到一起，是只有碳基大脑能整出的绝活。这背 后，是技术与人的关系正在悄然改变。 当快速更迭的推荐算法，向我们展现出一个更多面的世界，大部分人都愿意放下刻板成见，借助代码踏进 未曾想象过的广阔天地。 贝索斯在后来给股东的信中写道：" 我们的愿景是，让世界上每一本书，无论语言如何，都能在60秒内获取 [1]。 " 这位前世界首富的出发点显然没那么简单。对电商平台来说，图书是不可多得的标品品类，电子书更完美 解决了唯一不足的库存负担。 但 ...