Core Viewpoint - The article discusses the achievements and ongoing efforts in algorithm governance in Beijing, highlighting the collaboration between government agencies, internet companies, and experts to address algorithm-related issues and improve user experience. Group 1: Algorithm Governance Initiatives - Beijing's internet authority and related departments have launched a special action to address 27 specific algorithm-related issues since November of last year [1] - Major platforms like Douyin, Kuaishou, and Meituan have implemented various measures to enhance algorithm governance, such as Douyin's verification mechanism for hot topics and Kuaishou's self-assessment features [1][2] - Meituan has organized over 100 rider forums and introduced measures like penalty waivers for delays and mandatory rest periods to balance management and social responsibility [1] Group 2: Expert Insights and Recommendations - Experts emphasize the need for algorithm governance to balance efficiency and fairness, suggesting the establishment of four common paths: algorithm transparency, data protection, impact assessment, and anti-discrimination governance [2] - The challenges posed by the gig economy, such as blurred labor standards and hidden algorithm biases, require a legal framework that integrates corporate self-regulation into institutional practices [2] Group 3: Future Directions and Goals - The Beijing internet authority aims to strengthen compliance awareness among local platforms and enhance technical innovation to tackle governance challenges [3] - There is a focus on improving algorithm safety by addressing weak points in recommendation systems, such as content value orientation and user interest exploration [3] - The authority plans to further research and implement effective measures for algorithm governance, transitioning towards a more normalized governance approach [3]

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 ...